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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