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Workshop/AI4D3 | https://openreview.net/forum?id=qj1Di608kj | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Mattson Thieme",
"Majdi Hassan",
"Chetan Rupakheti",
"Kedar Balaji Thiagarajan",
"Abhishek Pandey",
"Han Liu"
] | TopoPool: An Adaptive Graph Pooling Layer for Extracting Molecular and Protein Substructures | null |
|||
Workshop/AI4D3 | https://openreview.net/forum?id=olMBz7gxls | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Denis Tarasov",
"Ulrich Armel Mbou Sob",
"Miguel Arbesú",
"Nima H. Siboni",
"Sebastien Boyer",
"Andries Petrus Smit",
"Oliver Bent",
"Arnu Pretorius",
"Marcin J. Skwark"
] | Offline RL for generative design of protein binders | null |
|||
Workshop/AI4D3 | https://openreview.net/forum?id=oRCo0RKAMA | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Hongju Park",
"Mohamad Kazem Shirani Faradonbeh"
] | Online Learning of Optimal Prescriptions under Bandit Feedback with Unknown Contexts | null |
|||
Workshop/AI4D3 | https://openreview.net/forum?id=nYTeNDMz0E | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Jin Xu",
"Steven Kearnes",
"JW Feng"
] | Hit Expansion Driven By Machine Learning | null |
|||
Workshop/AI4D3 | https://openreview.net/forum?id=cbCimtxKy0 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Tony Shen",
"Mohit Pandey",
"Jason Smith",
"Artem Cherkasov",
"Martin Ester"
] | TacoGFN: Target Conditioned GFlowNet for Drug Design | null |
|||
Workshop/AI4D3 | https://openreview.net/forum?id=ZT0V2VVDJc | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Yanzheng Wang",
"Tianyu Shi"
] | Sample-efficient Antibody Design through Protein Language Model for Risk-aware Batch Bayesian Optimization | null |
|||
Workshop/AI4D3 | https://openreview.net/forum?id=YXchfo0LlX | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Frederic A Dreyer",
"Daniel Cutting",
"David Errington",
"Constantin Schneider",
"Charlotte Deane"
] | De novo design of antibody heavy chains with SE(3) diffusion | null |
|||
Workshop/AI4D3 | https://openreview.net/forum?id=YI85Jrvpj0 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Julius Adebayo",
"Samuel Don Stanton",
"Simon Kelow",
"Michael Maser",
"Richard Bonneau",
"Vladimir Gligorijevic",
"Kyunghyun Cho",
"Stephen Ra",
"Nathan C. Frey"
] | Identifying regularization schemes that make feature attributions faithful | null |
|||
Workshop/AI4D3 | https://openreview.net/forum?id=S3jU99U2k5 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Ying Jin",
"Emmanuel Candes"
] | Model-free selective inference and its applications to drug discovery | null |
|||
Workshop/AI4D3 | https://openreview.net/forum?id=OrET0hHwLy | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"BoRam Lee",
"Yara Seif",
"Kevin Teng",
"Xiao Xiao",
"Isha Verma",
"Ming-Tang Chen",
"Alan C Cheng"
] | Ab-DeepGA: A generative modeling framework leveraging deep learning for antibody affinity tuning | null |
|||
Workshop/AI4D3 | https://openreview.net/forum?id=O9bzFjQBjg | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Arushi GK Majha",
"Ian Stott",
"Andreas Bender"
] | On Modelability and Generalizability: Are Machine Learning Models for Drug Synergy Exploiting Artefacts and Biases in Available Data? | null |
|||
Workshop/AI4D3 | https://openreview.net/forum?id=NYbnVDuKuC | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Jordan Crivelli-Decker",
"Zane Beckwith",
"Gary Tom",
"Ly Le",
"Sheenam Khuttan",
"Romelia Salomon-Ferrer",
"Jackson Beall",
"Andrea Bortolato"
] | Machine Learning Guided AQFEP: A Fast Efficient Absolute Free Energy Perturbation Solution for Virtual Screening | null |
|||
Workshop/AI4D3 | https://openreview.net/forum?id=N6uLT2MVV1 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Geoffroy Dubourg-Felonneau",
"Eyal\tAkiva",
"Daniel Wesego",
"Ranjani Varadan"
] | PiNUI: A Dataset of Protein-Protein Interactions for Machine Learning | null |
|||
Workshop/AI4D3 | https://openreview.net/forum?id=M9WREnrXDQ | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Sina Akbarian",
"Sepehr Asgarian",
"Jouhyun Jeon"
] | All You Need is LOVE: Large Optimized Vector Embeddings Network for Drug Repurposing | null |
|||
Workshop/AI4D3 | https://openreview.net/forum?id=LdRmpu41Pt | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Charles Harris",
"Kieran Didi",
"Arian Jamasb",
"Chaitanya Joshi",
"Simon Mathis",
"Pietro Lio",
"Tom Blundell"
] | PoseCheck: Generative Models for 3D Structure-based Drug Design Produce Unrealistic Poses | null |
|||
Workshop/AI4D3 | https://openreview.net/forum?id=KWWbS5yVtl | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Lauren DeLong",
"Yojana Gadiya",
"Jacques D. Fleuriot",
"Daniel Domingo-Fernández"
] | Neurosymbolic AI Reveals Biases and Limitations in ML-Driven Drug Discovery | null |
|||
Workshop/AI4D3 | https://openreview.net/forum?id=KWIM7ZNYxb | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Julien Martinelli",
"Yasmine Nahal",
"Duong Lê",
"Ola Engkvist",
"Samuel Kaski"
] | Leveraging expert feedback to align proxy and ground truth rewards in goal-oriented molecular generation | null |
|||
Workshop/AI4D3 | https://openreview.net/forum?id=Jjcd2SaH9B | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Yi Zhou",
"Yilai Li",
"Jing Yuan",
"Fei YE",
"Quanquan Gu"
] | CryoSTAR: Cryo-EM Heterogeneous Reconstruction of Atomic Models with Structural Regularization | null |
|||
Workshop/AI4D3 | https://openreview.net/forum?id=JaOXEQWqwK | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Amitesh Badkul",
"Li Xie",
"Shuo Zhang",
"Lei Xie"
] | TrustAffinity: accurate, reliable and scalable out-of-distribution protein-ligand binding affinity prediction using trustworthy deep learning | null |
|||
Workshop/AI4D3 | https://openreview.net/forum?id=GEqSrmfbvv | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Drew Linsley",
"John Griffin",
"Jason Parker Brown",
"Adam N Roose",
"Michael Frank",
"Steven Finkbeiner",
"Peter S Linsley",
"Jeremy William Linsley"
] | The neural scaling laws for phenotypic drug discovery | null |
|||
Workshop/AI4D3 | https://openreview.net/forum?id=G3WhQ8BtAI | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Florian Sestak",
"Lisa Schneckenreiter",
"Sepp Hochreiter",
"Andreas Mayr",
"Günter Klambauer"
] | VN-EGNN: Equivariant Graph Neural Networks with Virtual Nodes Enhance Protein Binding Site Identification | null |
|||
Workshop/AI4D3 | https://openreview.net/forum?id=BDIljrhC5q | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Weitong Zhang",
"Xiaoyun Wang",
"Weili Nie",
"Joe Eaton",
"Brad Rees",
"Quanquan Gu"
] | MoleculeGPT: Instruction Following Large Language Models for Molecular Property Prediction | null |
|||
Workshop/AI4D3 | https://openreview.net/forum?id=AlWm9Cyelk | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Ali Khodabandeh Yalabadi",
"Mehdi Yazdani-Jahromi",
"Niloofar Yousefi",
"Aida Tayebi",
"Sina Abdidizaji",
"Ozlem Garibay"
] | FragXsiteDTI: an interpretable transformer-based model for drug-target interaction prediction | null |
|||
Workshop/AI4D3 | https://openreview.net/forum?id=8RPbtOC6Sl | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Xuefeng Liu",
"Songhao Jiang",
"Archit Vasan",
"Alexander Brace",
"Ozan Gokdemir",
"Thomas Brettin",
"Fangfang Xia",
"Ian Foster",
"Rick Stevens"
] | DrugImprover: Utilizing Reinforcement Learning for Multi-Objective Alignment in Drug Optimization | null |
|||
Workshop/AI4D3 | https://openreview.net/forum?id=6KdR429i2Q | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Zachary A Rollins",
"Talal Widatalla",
"Andrew Waight",
"Alan C Cheng",
"Essam Metwally"
] | AbLEF: Antibody Language Ensemble Fusion for thermodynamically empowered property predictions | null |
|||
Workshop/AI4D3 | https://openreview.net/forum?id=5Wt7qNRc5u | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Michael Plainer",
"Marcella Toth",
"Simon Dobers",
"Hannes Stark",
"Gabriele Corso",
"Céline Marquet",
"Regina Barzilay"
] | DiffDock-Pocket: Diffusion for Pocket-Level Docking with Sidechain Flexibility | null |
|||
Workshop/AI4D3 | https://openreview.net/forum?id=3mRveUdfXA | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"David A Bloore",
"Joseph Chahn Kim",
"Karan Kapoor",
"Eric Chen",
"Kaifu Gao",
"Mengdi Wang",
"Ming-Hong Hao"
] | Protein Language Models Enable Accurate Cryptic Ligand Binding Pocket Prediction | null |
|||
Workshop/AI4D3 | https://openreview.net/forum?id=3RKshM630V | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Adriana Carolina Gonzalez Cavazos",
"Roger Tu",
"Meghamala Sinha",
"Andrew Su"
] | Explaining Drug Repositioning: A Case-Based Reasoning Graph Neural Network Approach | null |
|||
Workshop/AI4D3 | https://openreview.net/forum?id=3OW9rqKGKy | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Miles Wang-Henderson",
"Bartu Soyuer",
"Parnian Kassraie",
"Andreas Krause",
"Ilija Bogunovic"
] | Graph Neural Bayesian Optimization for Virtual Screening | null |
|||
Workshop/AI4D3 | https://openreview.net/forum?id=0YUQoQKfGC | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Bowen Jing",
"Tommi Jaakkola",
"Bonnie Berger"
] | Learning Scalar Fields for Molecular Docking with Fast Fourier Transforms | null |
|||
Workshop/GCRL | https://openreview.net/forum?id=zhCq4KQsYS | workshop | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Seonghyun Kim",
"Samyeul Noh",
"Ingook Jang"
] | Numerical Goal-based Transformers for Practical Conditions | null |
|||
Workshop/GCRL | https://openreview.net/forum?id=wQuszp2l3U | workshop | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Saptarashmi Bandyopadhyay",
"Vibhu Agrawal",
"Sarah Savidge",
"Eric Krokos",
"John P Dickerson"
] | Goal-Conditioned Recommendations of AI Explanations | null |
|||
Workshop/GCRL | https://openreview.net/forum?id=l8iK6YqgkR | workshop | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Onno Eberhard",
"Thibaut Cuvelier",
"Michal Valko",
"Bruno Adrien De Backer"
] | Middle-Mile Logistics Through the Lens of Goal-Conditioned Reinforcement Learning | null |
|||
Workshop/GCRL | https://openreview.net/forum?id=ktyvmR8btd | workshop | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Beyazit Yalcinkaya",
"Niklas Lauffer",
"Marcell Vazquez-Chanlatte",
"Sanjit Seshia"
] | Automata Conditioned Reinforcement Learning with Experience Replay | null |
|||
Workshop/GCRL | https://openreview.net/forum?id=ihbEwhPaXe | workshop | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Aamer Abdul Rahman",
"Pranav Agarwal",
"Vincent Michalski",
"Rita Noumeir",
"Samira Kahou"
] | Empowering Clinicians with MeDT: A Framework for Sepsis Treatment | null |
|||
Workshop/GCRL | https://openreview.net/forum?id=hw0WiUnS0G | workshop | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Sabrina McCallum",
"Max Taylor-Davies",
"Stefano Albrecht",
"Alessandro Suglia"
] | Is feedback all you need? Leveraging natural language feedback in goal-conditioned RL | null |
|||
Workshop/GCRL | https://openreview.net/forum?id=dmScrQ7SFo | workshop | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Harshit Sikchi",
"Rohan Chitnis",
"Ahmed Touati",
"Alborz Geramifard",
"Amy Zhang",
"Scott Niekum"
] | Score-Models for Offline Goal-Conditioned Reinforcement Learning | null |
|||
Workshop/GCRL | https://openreview.net/forum?id=UyNjQ3UKO2 | workshop | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Piotr Piękos",
"Aditya Ramesh",
"Francesco Faccio",
"Jürgen Schmidhuber"
] | Efficient Value Propagation with the Compositional Optimality Equation | null |
|||
Workshop/GCRL | https://openreview.net/forum?id=UCGIQaP1mr | workshop | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Shalev Lifshitz",
"Keiran Paster",
"Harris Chan",
"Jimmy Ba",
"Sheila McIlraith"
] | STEVE-1: A Generative Model for Text-to-Behavior in Minecraft (Abridged Version) | null |
|||
Workshop/GCRL | https://openreview.net/forum?id=S1aOVW3EWv | workshop | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | https://github.com/rajghugare19/stitching-is-combinatorial-generalisation | [
"Raj Ghugare",
"Matthieu Geist",
"Glen Berseth",
"Benjamin Eysenbach"
] | Closing the Gap between TD Learning and Supervised Learning – A Generalisation Point of View. | 19 |
|||
Workshop/GCRL | https://openreview.net/forum?id=QT4tXTqTTr | workshop | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Diego Dorn",
"Neel Alex",
"David Krueger"
] | Goal Misgeneralization as Implicit Goal Conditioning | null |
|||
Workshop/GCRL | https://openreview.net/forum?id=HvtpbQkpK1 | workshop | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Vihaan Akshaay Rajendiran",
"Yu-Xiang Wang",
"Lei Li"
] | Bi-Directional Goal-Conditioning on Single Value Function for State Space Search Problems | null |
|||
Workshop/GCRL | https://openreview.net/forum?id=HJNo1kGVQz | workshop | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Ivana Malenica",
"Susan Murphy"
] | Causality in Goal Conditioned RL: Return to No Future? | null |
|||
Workshop/GCRL | https://openreview.net/forum?id=GAsu0qy83J | workshop | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Andrew Levy",
"Sreehari Rammohan",
"Alessandro Allievi",
"Scott Niekum",
"George Konidaris"
] | Hierarchical Empowerment: Toward Tractable Empowerment-Based Skill Learning | null |
|||
Workshop/GCRL | https://openreview.net/forum?id=DrosGMxl2v | workshop | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Ziyan Luo",
"Yijie Zhang",
"Zhaoyue Wang"
] | Does Hierarchical Reinforcement Learning Outperform Standard Reinforcement Learning in Goal-Oriented Environments? | null |
|||
Workshop/GCRL | https://openreview.net/forum?id=DaFZHuSgnG | workshop | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Kevin Black",
"Mitsuhiko Nakamoto",
"Pranav Atreya",
"Homer Walke",
"Chelsea Finn",
"Aviral Kumar",
"Sergey Levine"
] | Zero-Shot Robotic Manipulation with Pre-Trained Image-Editing Diffusion Models | null |
|||
Workshop/GCRL | https://openreview.net/forum?id=DYd2q5wufn | workshop | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Henrik Metternich",
"Ahmed Hendawy",
"Pascal Klink",
"Jan Peters",
"Carlo D'Eramo"
] | Using Proto-Value Functions for Curriculum Generation in Goal-Conditioned RL | null |
|||
Workshop/GCRL | https://openreview.net/forum?id=5vne5bcNjl | workshop | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Ying Fan",
"Jingling Li",
"Adith Swaminathan",
"Aditya Modi",
"Ching-An Cheng"
] | Simple Data Sharing for Multi-Tasked Goal-Oriented Problems | null |
|||
Workshop/GCRL | https://openreview.net/forum?id=23unYWTEM0 | workshop | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Shashank Sharma",
"Vinay Namboodiri",
"Janina Hoffmann"
] | Multi-Resolution Skill Discovery for Hierarchical Reinforcement Learning | null |
|||
Workshop/GCRL | https://openreview.net/forum?id=1ox1Dsy3Dz | workshop | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Samyeul Noh",
"Seonghyun Kim",
"Ingook Jang",
"Hyun Myung"
] | An Investigation into Value-Implicit Pre-training for Task-Agnostic, Sample-Efficient Goal-Conditioned Reinforcement Learning | null |
|||
Workshop/TGL | https://openreview.net/forum?id=zAHFC2LNEe | longpaper | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Alessio Gravina",
"Giulio Lovisotto",
"Claudio Gallicchio",
"Davide Bacciu",
"Claas Grohnfeldt"
] | Effective Non-Dissipative Propagation for Continuous-Time Dynamic Graphs | null |
|||
Workshop/TGL | https://openreview.net/forum?id=ry2mnc3eBa | shortpaper | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Leshanshui YANG",
"Clément Chatelain",
"Sébastien Adam"
] | DspGNN: Bringing Spectral Design to Discrete Time Dynamic Graph Neural Networks for Edge Regression | null |
|||
Workshop/TGL | https://openreview.net/forum?id=gvZjnRuRFi | shortpaper | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Changran Peng",
"Yi Yan",
"Ercan KURUOGLU"
] | Adaptive Message Passing Sign Algorithm | null |
|||
Workshop/TGL | https://openreview.net/forum?id=X6aLQLmnWq | longpaper | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | https://github.com/mayhugotong/gentkg | [
"Ruotong Liao",
"Xu Jia",
"Yunpu Ma",
"Volker Tresp"
] | GenTKG: Generative Forecasting on Temporal Knowledge Graph | 27 |
|||
Workshop/TGL | https://openreview.net/forum?id=VOVQQcjrz1 | shortpaper | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Ching-Hao Fan",
"Sai Supriya Varugunda",
"Lijing Wang"
] | Exploring Graph Structure in Graph Neural Networks for Epidemic Forecasting | null |
|||
Workshop/TGL | https://openreview.net/forum?id=UVh8QBeWlN | longpaper | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Saar Tochner",
"Giulia Fanti",
"Vyas Sekar"
] | Gen-T: Reduce Distributed Tracing Operational Costs Using Generative Models | null |
|||
Workshop/TGL | https://openreview.net/forum?id=UMokRwWfLW | longpaper | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Jiaxin Pan",
"Mojtaba Nayyeri",
"Yinan Li",
"Steffen Staab"
] | Do Temporal Knowledge Graph Embedding Models Learn or Memorize Shortcuts? | null |
|||
Workshop/TGL | https://openreview.net/forum?id=HSgx1aJeR8 | longpaper | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Haoran Liu",
"Jianling Wang",
"Kaize Ding",
"James Caverlee"
] | Topological and Temporal Data Augmentation for Temporal Graph Networks | null |
|||
Workshop/TGL | https://openreview.net/forum?id=DRrSYKNhD1 | longpaper | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Ayan Chatterjee",
"Robin Walters",
"Giulia Menichetti",
"Tina Eliassi-Rad"
] | Inductive Link Prediction in Static and Temporal Graphs for Isolated Nodes | null |
|||
Workshop/TGL | https://openreview.net/forum?id=B7Wd1K0l4I | longpaper | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Alexandria Barghi"
] | BitGraph: A Framework For Scaling Temporal Graph Queries on GPUs | null |
|||
Workshop/TGL | https://openreview.net/forum?id=API0yII2Ua | longpaper | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Pritam Nath",
"Govind Waghmare",
"Nancy Agrawal",
"Nitish Kumar",
"Siddhartha Asthana"
] | TBoost: Gradient Boosting Temporal Graph Neural Networks | null |
|||
Workshop/TGL | https://openreview.net/forum?id=9B8ocBg4VJ | shortpaper | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Roxana Pop",
"Egor Kostylev"
] | Towards predicting future time intervals on Temporal Knowledge Graphs | null |
|||
Workshop/TGL | https://openreview.net/forum?id=8PRRNv81qB | shortpaper | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Nithin Puthalath Manoj",
"Joel Cherian",
"Kevin Jude Concessao",
"Unnikrishnan Cheramangalath"
] | STGraph: A Framework for Temporal Graph Neural Networks | null |
|||
Workshop/TGL | https://openreview.net/forum?id=88tGIxxhsf | longpaper | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Jakub Reha",
"Giulio Lovisotto",
"Michele Russo",
"Alessio Gravina",
"Claas Grohnfeldt"
] | Anomaly Detection in Continuous-Time Temporal Provenance Graphs | null |
|||
Workshop/TGL | https://openreview.net/forum?id=5VataMO1Gs | longpaper | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Ali Behrouz",
"Farnoosh Hashemi"
] | Learning Temporal Higher-order Patterns to Detect Anomalous Brain Activity | null |
|||
Workshop/TGL | https://openreview.net/forum?id=1W1LyStQap | longpaper | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Zahra Fatemi",
"Minh Huynh",
"Elena Zheleva",
"Zamir Syed",
"Xiaojun Di"
] | Mitigating Cold-start Problem Using Cold Causal Demand Forecasting Model | null |
|||
Workshop/TGL | https://openreview.net/forum?id=1Ji9QsUVQ1 | longpaper | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Amirmohammad Farzaneh"
] | An Information-Theoretic Analysis on Temporal Graph Evolution | null |
|||
Workshop/Gaze_Meets_ML | https://openreview.net/forum?id=y5ihmWxYWx | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Anne Harrington",
"Vasha DuTell",
"Mark Hamilton",
"Ayush Tewari",
"Simon Stent",
"William T. Freeman",
"Ruth Rosenholtz"
] | Evaluating Peripheral Vision as an Input Transformation to Understand Object Detection Model Behavior | null |
|||
Workshop/Gaze_Meets_ML | https://openreview.net/forum?id=wEoagacatn | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Chenyi Kuang",
"Jeffrey O. Kephart",
"Qiang Ji"
] | Interaction-aware Dynamic 3D Gaze Estimation in Videos | null |
|||
Workshop/Gaze_Meets_ML | https://openreview.net/forum?id=w5uLSMt3Qc | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Galen O'Shea",
"Majid Komeili"
] | SuperVision: Self-Supervised Super-Resolution for Appearance-Based Gaze Estimation | null |
|||
Workshop/Gaze_Meets_ML | https://openreview.net/forum?id=v25W8STO2T | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Bonny Banerjee",
"Murchana Baruah"
] | An Attention-based Predictive Agent for Handwritten Numeral/Alphabet Recognition via Generation | null |
|||
Workshop/Gaze_Meets_ML | https://openreview.net/forum?id=tY06Zwn3v4 | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Vasudev Singh",
"Chaitanya Langde",
"Sourav Lakotia",
"Vignesh Kannan",
"Shuaib Ahmed"
] | EG-SIF: Improving Appearance Based Gaze Estimation using Self Improving Features | null |
|||
Workshop/Gaze_Meets_ML | https://openreview.net/forum?id=rtdn6GHiLo | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Athul Mathew",
"Arshad Khan",
"Thariq Khalid",
"Faroq AL-Tam",
"Riad Souissi"
] | Leveraging Multi-Modal Saliency and Fusion for Gaze Target Detection | null |
|||
Workshop/Gaze_Meets_ML | https://openreview.net/forum?id=qUfLsi3Vlm | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Timur Ibrayev",
"Manish Nagaraj",
"Amitangshu Mukherjee",
"Kaushik Roy"
] | Exploring Foveation and Saccade for Improved Weakly-Supervised Localization | null |
|||
Workshop/Gaze_Meets_ML | https://openreview.net/forum?id=o9YkHqBE5I | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Daniel Beckmann",
"Jacqueline Kockwelp",
"Joerg Gromoll",
"Friedemann Kiefer",
"Benjamin Risse"
] | SAM meets Gaze: Passive Eye Tracking for Prompt-based Instance Segmentation | null |
|||
Workshop/Gaze_Meets_ML | https://openreview.net/forum?id=kMNLseFKcT | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Kaushik Lakshminarasimhan",
"Seren Zhu",
"Dora Angelaki"
] | Planning by Active Sensing | null |
|||
Workshop/Gaze_Meets_ML | https://openreview.net/forum?id=hJ5DREWdjs | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Bin Wang",
"Armstrong Aboah",
"Zheyuan Zhang",
"Hongyi Pan",
"Ulas Bagci"
] | GazeSAM: Interactive Image Segmentation with Eye Gaze and Segment Anything Model | null |
|||
Workshop/Gaze_Meets_ML | https://openreview.net/forum?id=bGHlCkrceS | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Ivan Vegner",
"Siddharth N",
"Leonidas A. A. Doumas"
] | FoVAE: Reconstructive Foveation as a Self-Supervised Variational Inference Task for Visual Representation Learning | null |
|||
Workshop/Gaze_Meets_ML | https://openreview.net/forum?id=arfdjgKyhz | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Benjamin Peters",
"Eivinas Butkus",
"Nikolaus Kriegeskorte"
] | Human-like multiple object tracking through occlusion via gaze-following | null |
|||
Workshop/Gaze_Meets_ML | https://openreview.net/forum?id=ai0ES5VAAM | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Evan Russek",
"Frederick Callaway",
"Thomas L. Griffiths"
] | Inverting cognitive models with machine learning to infer preferences from fixations | null |
|||
Workshop/Gaze_Meets_ML | https://openreview.net/forum?id=TaLDynXjZa | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Silvia Makowski",
"Paul Prasse",
"Lena Ann Jäger",
"Tobias Scheffer"
] | Detection of Drowsiness and Impending Microsleep from Eye Movements | null |
|||
Workshop/Gaze_Meets_ML | https://openreview.net/forum?id=JBIfteTlxk | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Sheng Wang",
"Zihao Zhao",
"Lichi Zhang",
"Dinggang Shen",
"Qian Wang"
] | Crafting Good Views of Medical Images for Contrastive Learning via Expert-level Visual Attention | null |
|||
Workshop/Gaze_Meets_ML | https://openreview.net/forum?id=EykfhjYrM0 | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Jason Stock",
"Charles Anderson"
] | Memory-Based Sequential Attention | null |
|||
Workshop/Gaze_Meets_ML | https://openreview.net/forum?id=6h8RjNchuh | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Christian Koevesdi",
"Vasha DuTell",
"Anne Harrington",
"Mark Hamilton",
"William T. Freeman",
"Ruth Rosenholtz"
] | StatTexNet: Evaluating the Importance of Statistical Parameters for Pyramid-Based Texture and Peripheral Vision Models | null |
|||
Workshop/Gaze_Meets_ML | https://openreview.net/forum?id=5xAhArE66p | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Ryan Anthony de Belen",
"Gelareh Mohammadi",
"Arcot Sowmya"
] | Temporal Understanding of Gaze Communication with GazeTransformer | null |
|||
Workshop/R0-FoMo | https://openreview.net/forum?id=yLUAM6s1cn | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Vikas Raunak",
"Arul Menezes",
"Hany Hassan Awadalla"
] | Dissecting In-Context Learning of Translations | null |
|||
Workshop/R0-FoMo | https://openreview.net/forum?id=v3JJmLYk12 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Alaa Khaddaj",
"Hadi Salman",
"Andrew Ilyas",
"Guillaume Leclerc",
"Aleksander Madry"
] | Extra Training Provides a Strong Baseline for CLIP | null |
|||
Workshop/R0-FoMo | https://openreview.net/forum?id=tnpdX0wnc3 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Mostafa Mushsharat",
"Nabeel Mohammed",
"Mohammad Ruhul Amin"
] | Neural Sandbox Framework for Classification: A Concept Based Method of Leveraging LLMs for Text Classification | null |
|||
Workshop/R0-FoMo | https://openreview.net/forum?id=r7YtqrcPQN | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Shuvendu Roy",
"Ali Etemad"
] | Learning Through Consistency for Prompt Tuning | null |
|||
Workshop/R0-FoMo | https://openreview.net/forum?id=quQ7PN4Fk2 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Samyak Jain",
"Robert Kirk",
"Ekdeep Singh Lubana",
"Robert P. Dick",
"Hidenori Tanaka",
"Tim Rocktäschel",
"Edward Grefenstette",
"David Krueger"
] | How does fine-tuning affect your model? Mechanistic analysis on procedural tasks | null |
|||
Workshop/R0-FoMo | https://openreview.net/forum?id=nVHj8zEmiJ | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Chen Liang",
"Nikos Karampatziakis",
"Tuo Zhao",
"Weizhu Chen"
] | HART: Efficient Adaptation via Regularized Autoregressive Parameter Generation | null |
|||
Workshop/R0-FoMo | https://openreview.net/forum?id=nN8pCTVQZD | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Jiachen ZHAO",
"Zonghai Yao",
"zhichao Yang",
"hong yu"
] | SELF-EXPLAIN: Teaching Large Language Models to Reason Complex Questions by Themselves | null |
|||
Workshop/R0-FoMo | https://openreview.net/forum?id=m37czv08Ie | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Joachim Studnia",
"Simiao Zuo",
"Xiaodong Liu",
"Qiang Lou",
"Jian Jiao",
"Denis Charles"
] | Evaluating Adversarial Defense in the Era of Large Language Models | null |
|||
Workshop/R0-FoMo | https://openreview.net/forum?id=lfIXPclVHj | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Marc-Etienne Brunet",
"Ashton Anderson",
"Richard Zemel"
] | ICL-Markup: Structuring In-Context Learning using Soft-Token Tags | null |
|||
Workshop/R0-FoMo | https://openreview.net/forum?id=jYluzCLFDM | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Kashif Rasul",
"Arjun Ashok",
"Andrew Robert Williams",
"Arian Khorasani",
"George Adamopoulos",
"Rishika Bhagwatkar",
"Marin Biloš",
"Hena Ghonia",
"Nadhir Hassen",
"Anderson Schneider",
"Sahil Garg",
"Alexandre Drouin",
"Nicolas Chapados",
"Yuriy Nevmyvaka",
"Irina Rish"
] | Lag-Llama: Towards Foundation Models for Time Series Forecasting | null |
|||
Workshop/R0-FoMo | https://openreview.net/forum?id=h5VySv1O4q | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Kush Bhatia",
"Avanika Narayan",
"Christopher De Sa",
"Christopher Re"
] | TART: A plug-and-play Transformer module for task-agnostic reasoning | null |
|||
Workshop/R0-FoMo | https://openreview.net/forum?id=erl90pLIH0 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Akshaj Kumar Veldanda",
"Fabian Grob",
"Shailja Thakur",
"Hammond Pearce",
"Benjamin Tan",
"Ramesh Karri",
"Siddharth Garg"
] | Investigating Hiring Bias in Large Language Models | null |
|||
Workshop/R0-FoMo | https://openreview.net/forum?id=cmOzZuiFPs | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Louis Kirsch",
"James Harrison",
"C. Freeman",
"Jascha Sohl-Dickstein",
"Jürgen Schmidhuber"
] | Towards General-Purpose In-Context Learning Agents | null |
|||
Workshop/R0-FoMo | https://openreview.net/forum?id=c4BeWwaUiN | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Shaunak Halbe",
"James Smith",
"Junjiao Tian",
"Zsolt Kira"
] | HePCo: Data-Free Heterogeneous Prompt Consolidation for Continual Federated Learning | null |
|||
Workshop/R0-FoMo | https://openreview.net/forum?id=YrYcoV2dAk | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Jiarui Zhang",
"Mahyar Khayatkhoei",
"Prateek Chhikara",
"Filip Ilievski"
] | Visual Cropping Improves Zero-Shot Question Answering of Multimodal Large Language Models | null |
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