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Conference | https://openreview.net/forum?id=JwNXeBdkeo | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Xiaoyan Hu",
"Ho-fung Leung"
] | Provably (More) Sample-Efficient Offline RL with Options | null |
|||
Conference | https://openreview.net/forum?id=Jw0KRTjsGA | spotlight | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Chaoqi Chen",
"Luyao Tang",
"Yue Huang",
"Xiaoguang Han",
"Yizhou Yu"
] | CODA: Generalizing to Open and Unseen Domains with Compaction and Disambiguation | null |
|||
Conference | https://openreview.net/forum?id=JvOZ4IIjwP | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Ido Greenberg",
"Shie Mannor",
"Gal Chechik",
"Eli Meirom"
] | Train Hard, Fight Easy: Robust Meta Reinforcement Learning | null |
|||
Conference | https://openreview.net/forum?id=JtIqG47DAQ | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Etienne Boursier",
"Nicolas Flammarion"
] | Penalising the biases in norm regularisation enforces sparsity | null |
|||
Conference | https://openreview.net/forum?id=JtF0ugNMv2 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Yang Li",
"Jinpei Guo",
"Runzhong Wang",
"Junchi Yan"
] | T2T: From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization | null |
|||
Conference | https://openreview.net/forum?id=JpU5YmMKx7 | spotlight | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Xiaolei Ru",
"Xin-Ya Zhang",
"Zijia Liu",
"Jack Murdoch Moore",
"Gang Yan"
] | Attentive Transfer Entropy to Exploit Transient Emergence of Coupling Effect | null |
|||
Conference | https://openreview.net/forum?id=JolrEmMim6 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Kexun Zhang",
"Danqing Wang",
"Jingtao Xia",
"William Yang Wang",
"Lei Li"
] | ALGO: Synthesizing Algorithmic Programs with Generated Oracle Verifiers | null |
|||
Conference | https://openreview.net/forum?id=JkmvrheMe7 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Aaron Zweig",
"Loucas Pillaud-Vivien",
"Joan Bruna"
] | On Single-Index Models beyond Gaussian Data | null |
|||
Conference | https://openreview.net/forum?id=JeKXmYb4kd | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Shivam Gupta",
"Jasper C.H. Lee",
"Eric Price",
"Paul Valiant"
] | Minimax-Optimal Location Estimation | null |
|||
Conference | https://openreview.net/forum?id=JdhyIa0azI | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Allan Zhou",
"Kaien Yang",
"Yiding Jiang",
"Kaylee Burns",
"Winnie Xu",
"Samuel Sokota",
"J Zico Kolter",
"Chelsea Finn"
] | Neural Functional Transformers | null |
|||
Conference | https://openreview.net/forum?id=JYUN0vYjh9 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Duo Peng",
"Li Xu",
"Qiuhong Ke",
"Ping Hu",
"Jun Liu"
] | Joint Attribute and Model Generalization Learning for Privacy-Preserving Action Recognition | null |
|||
Conference | https://openreview.net/forum?id=JXvszuOqY3 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Jaemin Na",
"Jung-Woo Ha",
"Hyung Jin Chang",
"Dongyoon Han",
"Wonjun Hwang"
] | Switching Temporary Teachers for Semi-Supervised Semantic Segmentation | null |
|||
Conference | https://openreview.net/forum?id=JX6UloWrmE | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Suyoung Lee",
"Myungsik Cho",
"Youngchul Sung"
] | Parameterizing Non-Parametric Meta-Reinforcement Learning Tasks via Subtask Decomposition | null |
|||
Conference | https://openreview.net/forum?id=JMuKfZx2xU | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Ammar Fayad",
"Majd Ibrahim"
] | On Slicing Optimality for Mutual Information | null |
|||
Conference | https://openreview.net/forum?id=JMrIeKjTAe | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Ryan Kortvelesy",
"Steven Morad",
"Amanda Prorok"
] | Generalised f-Mean Aggregation for Graph Neural Networks | null |
|||
Conference | https://openreview.net/forum?id=JK2oPrP8B3 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Jingzhou Hu",
"Kejun Huang"
] | Global Identifiability of ℓ_1-based Dictionary Learning via Matrix Volume Optimization | null |
|||
Conference | https://openreview.net/forum?id=JIYdbHDonF | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Moses Charikar",
"Monika Henzinger",
"Lunjia Hu",
"Maximilian Vötsch",
"Erik Waingarten"
] | Simple, Scalable and Effective Clustering via One-Dimensional Projections | null |
|||
Conference | https://openreview.net/forum?id=JDw50IX4TY | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Jun-Yi Hang",
"Min-Ling Zhang"
] | Partial Multi-Label Learning with Probabilistic Graphical Disambiguation | null |
|||
Conference | https://openreview.net/forum?id=JCN9YsZiwB | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Yue Li",
"Yueyi Zhang",
"Juntian Ye",
"Feihu Xu",
"Zhiwei Xiong"
] | Deep Non-line-of-sight Imaging from Under-scanning Measurements | null |
|||
Conference | https://openreview.net/forum?id=J7VoDuzuKs | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Thomas FEL",
"Thibaut Boissin",
"Victor Boutin",
"Agustin Martin Picard",
"Paul Novello",
"Julien Colin",
"Drew Linsley",
"Tom ROUSSEAU",
"Remi Cadene",
"Lore Goetschalckx",
"Laurent Gardes",
"Thomas Serre"
] | Unlocking Feature Visualization for Deep Network with MAgnitude Constrained Optimization | null |
|||
Conference | https://openreview.net/forum?id=J1gBijopla | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | https://github.com/pliang279/pid | [
"Paul Pu Liang",
"Yun Cheng",
"Xiang Fan",
"Chun Kai Ling",
"Suzanne Nie",
"Richard J. Chen",
"Zihao Deng",
"Nicholas Allen",
"Randy Auerbach",
"Faisal Mahmood",
"Ruslan Salakhutdinov",
"Louis-Philippe Morency"
] | Quantifying Modeling Multimodal Interactions: An Information Decomposition Framework | 56 |
|||
Conference | https://openreview.net/forum?id=J0Pvvxspmz | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Jingyang Xiang",
"Siqi Li",
"Jun Chen",
"Guang Dai",
"Shipeng Bai",
"Yukai Ma",
"Yong Liu"
] | SUBP: Soft Uniform Block Pruning for 1×N Sparse CNNs Multithreading Acceleration | null |
|||
Conference | https://openreview.net/forum?id=IyAHCbMq3a | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | https://github.com/ucla-starai/countloss | [
"Vinay Shukla",
"Zhe Zeng",
"Kareem Ahmed",
"Guy Van den Broeck"
] | A Unified Approach to Count-Based Weakly Supervised Learning | 4 |
|||
Conference | https://openreview.net/forum?id=IwyymRXfzL | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Austin Xu",
"Andrew McRae",
"Jingyan Wang",
"Mark A. Davenport",
"Ashwin Pananjady"
] | Perceptual adjustment queries and an inverted measurement paradigm for low-rank metric learning | null |
|||
Conference | https://openreview.net/forum?id=IrEYkhuxup | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Chirag Raman",
"Alec Nonnemaker",
"Amelia Villegas-Morcillo",
"Hayley Hung",
"Marco Loog"
] | Why Did This Model Forecast This Future? Information-Theoretic Saliency for Counterfactual Explanations of Probabilistic Regression Models | null |
|||
Conference | https://openreview.net/forum?id=Iq7v0sZw2H | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Walter Gerych",
"Kevin Hickey",
"Luke Buquicchio",
"Kavin Chandrasekaran",
"Abdulaziz Alajaji",
"Elke Rundensteiner",
"Emmanuel Agu"
] | Debiasing Pretrained Generative Models by Uniformly Sampling Semantic Attributes | null |
|||
Conference | https://openreview.net/forum?id=IobxuwPnWt | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Songtao Lu"
] | SLM: A Smoothed First-Order Lagrangian Method for Structured Constrained Nonconvex Optimization | null |
|||
Conference | https://openreview.net/forum?id=IiwTFcGGTq | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Xin Zou",
"Weiwei Liu"
] | On the Adversarial Robustness of Out-of-distribution Generalization Models | null |
|||
Conference | https://openreview.net/forum?id=IdF7VT6eEs | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Zihan Zhu",
"Ethan X Fang",
"Zhuoran Yang"
] | Online Performative Gradient Descent for Learning Nash Equilibria in Decision-Dependent Games | null |
|||
Conference | https://openreview.net/forum?id=IacxcFpvWQ | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Swarnadeep Saha",
"Peter Hase",
"Mohit Bansal"
] | Can Language Models Teach? Teacher Explanations Improve Student Performance via Personalization | null |
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Conference | https://openreview.net/forum?id=Ia4dmqst0Z | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Alfredo De Goyeneche",
"Shreya Ramachandran",
"Ke Wang",
"Ekin Karasan",
"Joseph Yitan Cheng",
"Stella X. Yu",
"Michael Lustig"
] | ResoNet: Noise-Trained Physics-Informed MRI Off-Resonance Correction | null |
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Conference | https://openreview.net/forum?id=IXWaWPkGke | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Ido Greenberg",
"Netanel Yannay",
"Shie Mannor"
] | Optimization or Architecture: How to Hack Kalman Filtering | null |
|||
Conference | https://openreview.net/forum?id=IQRc3FrYOG | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Jiangxing Wang",
"Deheng Ye",
"Zongqing Lu"
] | Mutual-Information Regularized Multi-Agent Policy Iteration | null |
|||
Conference | https://openreview.net/forum?id=IOSaJ7ukgf | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Daiwen Sun",
"He Huang",
"Yao Li",
"Xinqi Gong",
"Qiwei Ye"
] | DSR: Dynamical Surface Representation as Implicit Neural Networks for Protein | null |
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Conference | https://openreview.net/forum?id=INS3ltgjg7 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Hiren Madhu",
"Sundeep Prabhakar Chepuri"
] | TopoSRL: Topology preserving self-supervised Simplicial Representation Learning | null |
|||
Conference | https://openreview.net/forum?id=IN3hQx1BrC | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Huining Yuan",
"Hongkun Dou",
"Xingyu Jiang",
"Yue Deng"
] | Task-aware world model learning with meta weighting via bi-level optimization | null |
|||
Conference | https://openreview.net/forum?id=IMiGRqltQQ | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Shuang Li",
"Ke Li",
"Wei Li"
] | “Why Not Looking backward?” A Robust Two-Step Method to Automatically Terminate Bayesian Optimization | null |
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Conference | https://openreview.net/forum?id=IEMLNF4gK4 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Fabian Fumagalli",
"Maximilian Muschalik",
"Patrick Kolpaczki",
"Eyke Hüllermeier",
"Barbara Eva Hammer"
] | SHAP-IQ: Unified Approximation of any-order Shapley Interactions | null |
|||
Conference | https://openreview.net/forum?id=IEJzoOBM0z | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Yonghan Jung",
"Ivan Diaz",
"Jin Tian",
"Elias Bareinboim"
] | Estimating Causal Effects Identifiable from a Combination of Observations and Experiments | null |
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Conference | https://openreview.net/forum?id=I9GNrInbdf | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Pengze Zhang",
"Hubery Yin",
"Chen Li",
"Xiaohua Xie"
] | Formulating Discrete Probability Flow Through Optimal Transport | null |
|||
Conference | https://openreview.net/forum?id=I5SM5y57k2 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"David Woodruff",
"Fred Zhang",
"Samson Zhou"
] | On Robust Streaming for Learning with Experts: Algorithms and Lower Bounds | null |
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Conference | https://openreview.net/forum?id=HvhagNdf5z | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Qiuxia Lin",
"Kerui Gu",
"Linlin Yang",
"Angela Yao"
] | Synthetic-to-Real Pose Estimation with Geometric Reconstruction | null |
|||
Conference | https://openreview.net/forum?id=HoBbZ1vPAh | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Yuan Jiang",
"Zhiguang Cao",
"Yaoxin Wu",
"Wen Song",
"Jie Zhang"
] | Ensemble-based Deep Reinforcement Learning for Vehicle Routing Problems under Distribution Shift | null |
|||
Conference | https://openreview.net/forum?id=HlIAoCHDWW | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Jimmy Ba",
"Murat A Erdogdu",
"Taiji Suzuki",
"Zhichao Wang",
"Denny Wu"
] | Learning in the Presence of Low-dimensional Structure: A Spiked Random Matrix Perspective | null |
|||
Conference | https://openreview.net/forum?id=HffQOS3mk8 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Zhekai Du",
"Jingjing Li"
] | Diffusion-Based Probabilistic Uncertainty Estimation for Active Domain Adaptation | null |
|||
Conference | https://openreview.net/forum?id=HYo2Ao3hP8 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Jheng-Wei Su",
"Kuei-Yu Tung",
"Chi-Han Peng",
"Peter Wonka",
"Hung-Kuo Chu"
] | SLIBO-Net: Floorplan Reconstruction via Slicing Box Representation with Local Geometry Regularization | null |
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Conference | https://openreview.net/forum?id=HWGWeaN76q | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Shuai Zhang",
"Hongkang Li",
"Meng Wang",
"Miao Liu",
"Pin-Yu Chen",
"Songtao Lu",
"Sijia Liu",
"Keerthiram Murugesan",
"Subhajit Chaudhury"
] | On the Convergence and Sample Complexity Analysis of Deep Q-Networks with ϵ-Greedy Exploration | null |
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Conference | https://openreview.net/forum?id=HV85SiyrsV | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Gellért Weisz",
"András György",
"Csaba Szepesvari"
] | Online RL in Linearly q^π-Realizable MDPs Is as Easy as in Linear MDPs If You Learn What to Ignore | null |
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Conference | https://openreview.net/forum?id=HRGd5dcVfw | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Gwen Legate",
"Nicolas Bernier",
"Lucas Caccia",
"Edouard Oyallon",
"Eugene Belilovsky"
] | Guiding The Last Layer in Federated Learning with Pre-Trained Models | null |
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Conference | https://openreview.net/forum?id=H5pwAeYAun | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Shogo Iwazaki",
"Shion Takeno",
"Tomohiko Tanabe",
"Mitsuru Irie"
] | Failure-Aware Gaussian Process Optimization with Regret Bounds | null |
|||
Conference | https://openreview.net/forum?id=H15KtcyHvn | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Daniel Bertschinger",
"Christoph Hertrich",
"Paul Jungeblut",
"Tillmann Miltzow",
"Simon Weber"
] | Training Fully Connected Neural Networks is ∃ℝ-Complete | null |
|||
Conference | https://openreview.net/forum?id=GzlDKZlwie | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Dihong Jiang",
"Sun Sun",
"Yaoliang Yu"
] | Functional Renyi Differential Privacy for Generative Modeling | null |
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Conference | https://openreview.net/forum?id=GtgFo5lmOB | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Hong Chen",
"Xin Wang",
"Yuwei Zhou",
"Yijian Qin",
"Chaoyu Guan",
"Wenwu Zhu"
] | Joint Data-Task Generation for Auxiliary Learning | null |
|||
Conference | https://openreview.net/forum?id=GsCTjmYe5v | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Suman Bhoi",
"Mong-Li Lee",
"Wynne Hsu",
"Ngiap Chuan Tan"
] | REFINE: A Fine-Grained Medication Recommendation System Using Deep Learning and Personalized Drug Interaction Modeling | null |
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Conference | https://openreview.net/forum?id=Grz2ijKrWI | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Sujin Jang",
"Dae Ung Jo",
"Sung Ju Hwang",
"Dongwook Lee",
"Daehyun Ji"
] | STXD: Structural and Temporal Cross-Modal Distillation for Multi-View 3D Object Detection | null |
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Conference | https://openreview.net/forum?id=GrElRvXnEj | spotlight | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Sungbin Lim",
"Eunbi Yoon",
"Taehyun Byun",
"Taewon Kang",
"Seungwoo Kim",
"Kyungjae Lee",
"Sungjoon Choi"
] | Score-based Generative Modeling through Stochastic Evolution Equations in Hilbert Spaces | null |
|||
Conference | https://openreview.net/forum?id=GqtpYUCwnu | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Simone Fioravanti",
"Michele Flammini",
"Bojana Kodric",
"Giovanna Varricchio"
] | ε-fractional core stability in Hedonic Games. | null |
|||
Conference | https://openreview.net/forum?id=GqXbfVmEPW | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Zhaohan Xi",
"Tianyu Du",
"Changjiang Li",
"Ren Pang",
"Shouling Ji",
"Jinghui Chen",
"Fenglong Ma",
"Ting Wang"
] | Defending Pre-trained Language Models as Few-shot Learners against Backdoor Attacks | null |
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Conference | https://openreview.net/forum?id=GlWzQhf2lV | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Li Yang",
"Chunfeng Yuan",
"Ziqi Zhang",
"Zhongang Qi",
"Yan Xu",
"Wei Liu",
"Ying Shan",
"Bing Li",
"Weiping Yang",
"Peng Li",
"Yan Wang",
"Weiming Hu"
] | Exploiting Contextual Objects and Relations for 3D Visual Grounding | null |
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Conference | https://openreview.net/forum?id=GgdFLb94Ld | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Siddhartha Laghuvarapu",
"Zhen Lin",
"Jimeng Sun"
] | CoDrug: Conformal Drug Property Prediction with Density Estimation under Covariate Shift | null |
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Conference | https://openreview.net/forum?id=GWIRpKF6yU | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Wenqi Cui",
"Yan Jiang",
"Baosen Zhang",
"Yuanyuan Shi"
] | Structured Neural-PI Control with End-to-End Stability and Output Tracking Guarantees | null |
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Conference | https://openreview.net/forum?id=GTYaYNsFyv | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Zhiyuan Ren",
"Yiyang Su",
"Xiaoming Liu"
] | ChatGPT-Powered Hierarchical Comparisons for Image Classification | null |
|||
Conference | https://openreview.net/forum?id=GJtP1ZEzua | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Jialin Chen",
"Shirley Wu",
"Abhijit Gupta",
"Zhitao Ying"
] | D4Explainer: In-distribution Explanations of Graph Neural Network via Discrete Denoising Diffusion | null |
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Conference | https://openreview.net/forum?id=GIlsH0T4b2 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Anqi Mao",
"Christopher Mohri",
"Mehryar Mohri",
"Yutao Zhong"
] | Two-Stage Learning to Defer with Multiple Experts | null |
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Conference | https://openreview.net/forum?id=GI4Pp01prW | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Tom Coates",
"Alexander M. Kasprzyk",
"Sara Veneziale"
] | Machine learning detects terminal singularities | null |
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Conference | https://openreview.net/forum?id=GGylthmehy | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Camilo Ruiz",
"Hongyu Ren",
"Kexin Huang",
"Jure Leskovec"
] | High dimensional, tabular deep learning with an auxiliary knowledge graph | null |
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Conference | https://openreview.net/forum?id=GEWzHeHpLr | spotlight | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Jie Huang",
"Man Zhou",
"JingHao Zhang",
"Gang Yang",
"Mingde Yao",
"Chongyi Li",
"Zhiwei Xiong",
"Feng Zhao"
] | Transition-constant Normalization for Image Enhancement | null |
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Conference | https://openreview.net/forum?id=GEQZ52oqxa | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Xiaotong Yuan",
"Ping Li"
] | L_2-Uniform Stability of Randomized Learning Algorithms: Sharper Generalization Bounds and Confidence Boosting | null |
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Conference | https://openreview.net/forum?id=GEMHw2sd9S | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Ping Li",
"Xiaoyun Li"
] | Smooth Flipping Probability for Differential Private Sign Random Projection Methods | null |
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Conference | https://openreview.net/forum?id=GAsRl2ElHk | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Thao Nguyen Truong",
"Balazs Gerofi",
"Edgar Josafat Martinez-Noriega",
"François Trahay",
"Mohamed Wahib"
] | KAKURENBO: Adaptively Hiding Samples in Deep Neural Network Training | null |
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Conference | https://openreview.net/forum?id=G8nal7MpIQ | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Changyeon Kim",
"Younggyo Seo",
"Hao Liu",
"Lisa Lee",
"Jinwoo Shin",
"Honglak Lee",
"Kimin Lee"
] | 2309.10790 | Guide Your Agent with Adaptive Multimodal Rewards | null |
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Conference | https://openreview.net/forum?id=G7sQlfTzmY | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Liang Chen",
"Shuming Ma",
"Dongdong Zhang",
"Furu Wei",
"Baobao Chang"
] | On the Pareto Front of Multilingual Neural Machine Translation | null |
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Conference | https://openreview.net/forum?id=Fy1S3v4UAk | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Minkyu Choi",
"Kuan Han",
"Xiaokai Wang",
"Yizhen Zhang",
"Zhongming Liu"
] | A Dual-Stream Neural Network Explains the Functional Segregation of Dorsal and Ventral Visual Pathways in Human Brains | null |
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Conference | https://openreview.net/forum?id=FujJO3dsNj | spotlight | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Joseph T Costello",
"Hisham Temmar",
"Luis H Cubillos",
"Matthew J Mender",
"Dylan M Wallace",
"Matthew S Willsey",
"Parag G Patil",
"Cynthia Chestek"
] | Balancing memorization and generalization in RNNs for high performance brain-machine Interfaces | null |
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Conference | https://openreview.net/forum?id=Fqg9vGWy4k | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Dung Nguyen",
"Mahantesh M Halappanavar",
"Venkatesh Srinivasan",
"Anil Vullikanti"
] | Faster approximate subgraph counts with privacy | null |
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Conference | https://openreview.net/forum?id=FmZVRe0gn8 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Alexander Bukharin",
"Yan Li",
"Yue Yu",
"Qingru Zhang",
"Zhehui Chen",
"Simiao Zuo",
"Chao Zhang",
"Songan Zhang",
"Tuo Zhao"
] | Robust Multi-Agent Reinforcement Learning via Adversarial Regularization: Theoretical Foundation and Stable Algorithms | null |
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Conference | https://openreview.net/forum?id=FdsS51iif3 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Xiang Li",
"Chung-Ching Lin",
"Yinpeng Chen",
"Zicheng Liu",
"Jinglu Wang",
"Rita Singh",
"Bhiksha Raj"
] | PaintSeg: Painting Pixels for Training-free Segmentation | null |
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Conference | https://openreview.net/forum?id=FV4ngfUlY0 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"David Simchi-Levi",
"Chonghuan Wang",
"Zeyu Zheng"
] | Non-stationary Experimental Design under Linear Trends | null |
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Conference | https://openreview.net/forum?id=FOFJmR1oxt | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Rongqing Li",
"Changsheng Li",
"Dongchun Ren",
"Guangyi Chen",
"Ye Yuan",
"Guoren Wang"
] | BCDiff: Bidirectional Consistent Diffusion for Instantaneous Trajectory Prediction | null |
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Conference | https://openreview.net/forum?id=FM8thAWqiO | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Sepideh Mahabadi",
"Stojan Trajanovski"
] | Core-sets for Fair and Diverse Data Summarization | null |
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Conference | https://openreview.net/forum?id=FM81CI68Iz | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Royson Lee",
"Minyoung Kim",
"Da Li",
"Xinchi Qiu",
"Timothy Hospedales",
"Ferenc Huszár",
"Nicholas Donald Lane"
] | FedL2P: Federated Learning to Personalize | null |
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Conference | https://openreview.net/forum?id=FLFasCFJNo | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Basile Confavreux",
"Poornima Ramesh",
"Pedro J. Goncalves",
"Jakob H. Macke",
"Tim P. Vogels"
] | Meta-learning families of plasticity rules in recurrent spiking networks using simulation-based inference | null |
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Conference | https://openreview.net/forum?id=FFdrXkm3Cz | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Aditya Vardhan Varre",
"Maria-Luiza Vladarean",
"Loucas Pillaud-Vivien",
"Nicolas Flammarion"
] | On the spectral bias of two-layer linear networks | null |
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Conference | https://openreview.net/forum?id=FFOYWUpBca | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | https://github.com/xliu1231/causal_disentangle | [
"Xiaoyu Liu",
"Jiaxin Yuan",
"Bang An",
"Yuancheng Xu",
"Yifan Yang",
"Furong Huang"
] | C-Disentanglement: Discovering Causally-Independent Generative Factors under an Inductive Bias of Confounder | 1 |
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Conference | https://openreview.net/forum?id=FDzQQTPqEJ | spotlight | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Russell Tsuchida",
"Cheng Soon Ong",
"Dino Sejdinovic"
] | Squared Neural Families: A New Class of Tractable Density Models | null |
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Conference | https://openreview.net/forum?id=FCIj5KMn2m | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Talia Konkle",
"George A. Alvarez"
] | Cognitive Steering in Deep Neural Networks via Long-Range Modulatory Feedback Connections | null |
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Conference | https://openreview.net/forum?id=FBNyccPfAu | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | https://github.com/mdsunivie/deeperwin | [
"Michael Scherbela",
"Leon Gerard",
"Philipp Grohs"
] | Variational Monte Carlo on a Budget — Fine-tuning pre-trained Neural Wavefunctions | 49 |
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Conference | https://openreview.net/forum?id=FAZ3i0hvm0 | spotlight | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Jiachen T. Wang",
"Yuqing Zhu",
"Yu-Xiang Wang",
"Ruoxi Jia",
"Prateek Mittal"
] | A Privacy-Friendly Approach to Data Valuation | null |
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Conference | https://openreview.net/forum?id=FAGY52HbyV | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Haobo Wang",
"Yiwen Dong",
"Ruixuan Xiao",
"Fei Huang",
"Gang Chen",
"Junbo Zhao"
] | Debiased and Denoised Entity Recognition from Distant Supervision | null |
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Conference | https://openreview.net/forum?id=F6j16Qr6Vk | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Sijia Zhou",
"Yunwen Lei",
"Ata Kaban"
] | Toward Better PAC-Bayes Bounds for Uniformly Stable Algorithms | null |
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Conference | https://openreview.net/forum?id=F5FVsfCxt8 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Yuheng Ma",
"Han Zhang",
"Yuchao Cai",
"Hanfang Yang"
] | Decision Tree for Locally Private Estimation with Public Data | null |
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Conference | https://openreview.net/forum?id=F5DYsAc7Rt | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Shibal Ibrahim",
"Gabriel Isaac Afriat",
"Kayhan Behdin",
"Rahul Mazumder"
] | GRAND-SLAMIN’ Interpretable Additive Modeling with Structural Constraints | null |
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Conference | https://openreview.net/forum?id=EqnZqrbFrc | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Arnaud Robert",
"Ciara Pike-Burke",
"Aldo A. Faisal"
] | Sample Complexity of Goal-Conditioned Hierarchical Reinforcement Learning | null |
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Conference | https://openreview.net/forum?id=EoDpq18R30 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Yuchen Yan",
"Baoyu Jing",
"Lihui Liu",
"Ruijie Wang",
"Jinning Li",
"Tarek Abdelzaher",
"Hanghang Tong"
] | Reconciling Competing Sampling Strategies of Network Embedding | null |
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Conference | https://openreview.net/forum?id=EmYWJsyad4 | spotlight | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Mhairi Dunion",
"Trevor McInroe",
"Kevin Sebastian Luck",
"Josiah P. Hanna",
"Stefano V Albrecht"
] | Conditional Mutual Information for Disentangled Representations in Reinforcement Learning | null |
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Conference | https://openreview.net/forum?id=EjG2G1PT2v | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Matheus Aparecido Do Carmo Alves",
"Amokh Varma",
"Yehia Elkhatib",
"Leandro Soriano Marcolino"
] | Information-guided Planning: An Online Approach for Partially Observable Problems | null |
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Conference | https://openreview.net/forum?id=EhhPtGsVAv | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Siddhant Agarwal",
"Ishan Durugkar",
"Peter Stone",
"Amy Zhang"
] | f-Policy Gradients: A General Framework for Goal-Conditioned RL using f-Divergences | null |
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Conference | https://openreview.net/forum?id=EhdNQiOWgQ | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Xiaosong Ma",
"Jie ZHANG",
"Song Guo",
"Wenchao Xu"
] | SwapPrompt: Test-Time Prompt Adaptation for Vision-Language Models | null |
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Conference | https://openreview.net/forum?id=EgCjf1vjMB | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Stephan Rabanser",
"Anvith Thudi",
"Abhradeep Guha Thakurta",
"Krishnamurthy Dj Dvijotham",
"Nicolas Papernot"
] | Training Private Models That Know What They Don’t Know | null |
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Conference | https://openreview.net/forum?id=EfTMRQn00d | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Ramy Mounir",
"Sujal Vijayaraghavan",
"Sudeep Sarkar"
] | STREAMER: Streaming Representation Learning and Event Segmentation in a Hierarchical Manner | null |
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