GC-Bench: An Open and Unified Benchmark for Graph Condensation
Comments Accepted by NeurIPS 2024
期刊&会议
NeurIPS
Conference on Neural Information Processing Systems · 会议 · Machine Learning
AdaFlow: Imitation Learning with Variance-Adaptive Flow-Based Policies
Comments NeuRIPS 2024
Generative AI Policy and Governance Considerations for Health Security in Southeast Asia
Comments 13 pages, 1 appendix; accepted to GenAI for Health: Potential, Trust and Policy Compliance workshop at NeurIPS 2024
Revisiting the Integration of Convolution and Attention for Vision Backbone
Comments NeurIPS 2024
Learning Pore-scale Multi-phase Flow from Experimental Data with Graph Neural Network
Comments Accpeted for Machine Learning and the Physical Sciences Workshop at the 38th conference on Neural Information Processing Systems (NeurIPS 2024)
Distributional regression: CRPS-error bounds for model fitting, model selection and convex aggregation
Journal ref 38th Conference on Neural Information Processing Systems (NeurIPS 2024), Dec 2024, Vancoucer, Canada
Dealing with Synthetic Data Contamination in Online Continual Learning
Comments Accepted to NeurIPS'24
Exact and approximate error bounds for physics-informed neural networks
Comments 10 pages, 1 figure, accepted to NeurIPS 2024 Workshop on Machine Learning and the Physical Sciences
Exploratory Study Of Human-AI Interaction For Hindustani Music
Comments Accepted at NeurIPS Creative AI Track 2024
A Framework for Evaluating LLMs Under Task Indeterminacy
Comments To Appear in NeurIPS 2024 Workshops on Evaluating Evaluations (EvalEval) and Statistical Foundations of LLMs and Foundation Models (SFLLM)
Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios
Comments NeurIPS 2024 camera ready; source code to be released at: https://github.com/shantanuj/IPRM_Iterative_and_Parallel_Reasoning_Mechanism
Extending Video Masked Autoencoders to 128 frames
Comments 10.5 pages of main paper, 25 pages total, 4 figures and 10 tables. To appear in NeurIPS'24
No Free Delivery Service: Epistemic limits of passive data collection in complex social systems
Comments To appear in NeurIPS'24
Dyson Brownian motion and random matrix dynamics of weight matrices during learning
Comments 7 pages. Contribution accepted in the NeurIPS 2024 workshop "Machine Learning and the Physical Sciences"
Identification of Analytic Nonlinear Dynamical Systems with Non-asymptotic Guarantees
Comments NeurIPS 2024
Toward a Well-Calibrated Discrimination via Survival Outcome-Aware Contrastive Learning
Comments Accepted at NeurIPS 2024
HumanVid: Demystifying Training Data for Camera-controllable Human Image Animation
Comments NeurIPS D&B Track 2024 camera ready version, TL;DR: the first large-scale dataset for camera controllable human image animation task, and a baseline method
Truthfulness of Calibration Measures
Comments To appear at NeurIPS 2024
Multi-times Monte Carlo Rendering for Inter-reflection Reconstruction
Comments 10 pages,6 figures, Accepted by NeurIPS 2024
Large Scale Transfer Learning for Tabular Data via Language Modeling
Comments NeurIPS 2024 camera-ready updates
4Real: Towards Photorealistic 4D Scene Generation via Video Diffusion Models
Comments NeurIPS 2024
Repurposing Language Models into Embedding Models: Finding the Compute-Optimal Recipe
Comments NeurIPS 2024
CulturePark: Boosting Cross-cultural Understanding in Large Language Models
Comments NeurIPS 2024; Code is released at https://github.com/Scarelette/CulturePark. arXiv admin note: substantial text overlap with arXiv:2402.10946
ChaosBench: A Multi-Channel, Physics-Based Benchmark for Subseasonal-to-Seasonal Climate Prediction
Comments NeurIPS 2024 D&B Track (Oral)
Language Models as Hierarchy Encoders
Comments Accept at NeurIPS 2024
InterControl: Zero-shot Human Interaction Generation by Controlling Every Joint
Comments NeurIPS 2024 camera ready version. TL;DR: Generate human interactions with only single-person motion data in training via joint contact pairs from LLMs
Promoting User Data Autonomy During the Dissolution of a Monopolistic Firm
Comments This paper appeared at the 2nd Workshop on Regulatable ML at NeurIPS 2024
AdaptAgent: Adapting Multimodal Web Agents with Few-Shot Learning from Human Demonstrations
Comments 18 pages, 3 figures, an abridged version to appear in NeurIPS 2024 AFM Workshop
XMask3D: Cross-modal Mask Reasoning for Open Vocabulary 3D Semantic Segmentation
Comments Accepted to NeurIPS 2024
Improving OOD Generalization of Pre-trained Encoders via Aligned Embedding-Space Ensembles
Comments Accepted at the Self-Supervised Learning Workshop and the Unifying Representations in Neural Models Workshop at NeurIPS 2024
