Inferring Hybrid Neural Fluid Fields from Videos
Comments NeurIPS 2023. Project website: https://kovenyu.com/HyFluid/ The first two authors contribute equally
期刊&会议
NeurIPS
Conference on Neural Information Processing Systems · 会议 · Machine Learning
Can Reinforcement Learning support policy makers? A preliminary study with Integrated Assessment Models
Comments Published at NeurIPS'23 Workshop on Tackling Climate Change with Machine Learning
Large Language Models with Retrieval-Augmented Generation for Zero-Shot Disease Phenotyping
Comments Deep Generative Models for Health Workshop NeurIPS 2023
NVFi: Neural Velocity Fields for 3D Physics Learning from Dynamic Videos
Comments NeurIPS 2023. Code and data are available at: https://github.com/vLAR-group/NVFi
Evaluation of Large Language Models for Decision Making in Autonomous Driving
Comments Accepted at the 2023 Symposium on Machine Learning for Autonomous Driving collocated with NeurIPS
CSOT: Curriculum and Structure-Aware Optimal Transport for Learning with Noisy Labels
Comments Accepted by NeurIPS 2023
"What's important here?": Opportunities and Challenges of Using LLMs in Retrieving Information from Web Interfaces
Comments Accepted to NeurIPS 2023 R0-FoMo Workshop
TabMT: Generating tabular data with masked transformers
Comments NeurIPS 2023 (https://openreview.net/forum?id=qs4swxtIAQ)
GalacticFlow: Learning a Generalized Representation of Galaxies with Normalizing Flows
Comments Accepted for the NeurIPS 2023 Machine Learning and the Physical Sciences workshop. 6 pages, 3 figures
GAMMA: Galactic Attributes of Mass, Metallicity, and Age Dataset
Comments Accepted at the Machine Learning and the Physical Sciences Workshop at the 37th conference on Neural Information Processing Systems (NeurIPS)
Speeding up astrochemical reaction networks with autoencoders and neural ODEs
Comments Accepted at the "Machine Learning and the Physical Sciences" Workshop at Neurips, 2023
Optimal Unbiased Randomizers for Regression with Label Differential Privacy
Comments Proceedings version to appear at NeurIPS 2023
Poisoning $\times$ Evasion: Symbiotic Adversarial Robustness for Graph Neural Networks
Comments NeurIPS 2023 New Frontiers in Graph Learning Workshop (NeurIPS GLFrontiers 2023)
Enhancing Robustness of Foundation Model Representations under Provenance-related Distribution Shifts
Comments Accepted in Workshop on Distribution Shifts, 37th Conference on Neural Information Processing Systems (NeurIPS 2023)
ProsDectNet: Bridging the Gap in Prostate Cancer Detection via Transrectal B-mode Ultrasound Imaging
Comments Accepted in NeurIPS 2023 (Medical Imaging meets NeurIPS Workshop)
3D Copy-Paste: Physically Plausible Object Insertion for Monocular 3D Detection
Comments NeurIPS 2023. Project website: https://gyhandy.github.io/3D-Copy-Paste/
Dis-inhibitory neuronal circuits can control the sign of synaptic plasticity
Comments Accepted at NeurIPS 2023; fixed error in Figure S2
DeepSimHO: Stable Pose Estimation for Hand-Object Interaction via Physics Simulation
Comments Accepted to NeurIPS 2023
Natural Actor-Critic for Robust Reinforcement Learning with Function Approximation
Comments Neurips 2023
Composing Parameter-Efficient Modules with Arithmetic Operations
Comments NeurIPS 2023. Code is available at https://github.com/SJTU-LIT/PEM_composition
Transformers learn through gradual rank increase
Comments 39 pages, to appear in NeurIPS 2023
Mind2Web: Towards a Generalist Agent for the Web
Comments Website: https://osu-nlp-group.github.io/Mind2Web. Updated with supplementary material. NeurIPS'23 Spotlight
Extracting Reward Functions from Diffusion Models
Comments NeurIPS 2023
Knowledge Distillation Performs Partial Variance Reduction
Comments 15+22 pages, NeurIPS 2023
The Waymo Open Sim Agents Challenge
Comments Accepted to NeurIPS 2023, Track on Datasets and Benchmarks. Public leaderboard available at https://waymo.com/open/challenges/2023/sim-agents/
Language Models Don't Always Say What They Think: Unfaithful Explanations in Chain-of-Thought Prompting
Comments NeurIPS 2023
Variance-Reduced Gradient Estimation via Noise-Reuse in Online Evolution Strategies
Comments NeurIPS 2023. 41 pages. Code available at https://github.com/OscarcarLi/Noise-Reuse-Evolution-Strategies
Ignorance is Bliss: Robust Control via Information Gating
Comments NeurIPS 2023
Quantifying & Modeling Multimodal Interactions: An Information Decomposition Framework
Comments NeurIPS 2023. Code available at: https://github.com/pliang279/PID
On Comparing Fair Classifiers under Data Bias
Comments Accepted as a Spotlight Presentation at Algorithmic Fairness through the Lens of Time, Neurips 2023 Workshop
