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Papers
Agent Reviewers: Domain-specific Multimodal Agents with Shared Memory for Paper Review
ICML 2025
Annealing Flow Generative Models Towards Sampling High-Dimensional and Multi-Modal Distributions
ICML 2025
Compression via Pre-trained Transformers: A Study on Byte-Level Multimodal Data
ICML 2025
Context is Key: A Benchmark for Forecasting with Essential Textual Information
ICML 2025
Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces
ICML 2025
Foundation Molecular Grammar: Multi-Modal Foundation Models Induce Interpretable Molecular Graph Languages
ICML 2025
Graph World Model
ICML 2025
Neural Encoding and Decoding at Scale
ICML 2025
Overcoming Multi-step Complexity in Multimodal Theory-of-Mind Reasoning: A Scalable Bayesian Planner
ICML 2025
OV-MER: Towards Open-Vocabulary Multimodal Emotion Recognition
ICML 2025
RBench: Graduate-level Multi-disciplinary Benchmarks for LLM & MLLM Complex Reasoning Evaluation
ICML 2025
SAFER: A Calibrated Risk-Aware Multimodal Recommendation Model for Dynamic Treatment Regimes
ICML 2025
TCP-Diffusion: A Multi-modal Diffusion Model for Global Tropical Cyclone Precipitation Forecasting with Change Awareness
ICML 2025
WOMD-Reasoning: A Large-Scale Dataset for Interaction Reasoning in Driving
ICML 2025
A Multimodal Automated Interpretability Agent
ICML 2024
Controllable Prompt Tuning For Balancing Group Distributional Robustness
ICML 2024
DiffusionSeeder: Seeding Motion Optimization with Diffusion for Rapid Motion Planning
CoRL 2024
Feasibility and benefits of joint learning from MRI databases with different brain diseases and modalities for segmentation
MIDL 2024
FedMBridge: Bridgeable Multimodal Federated Learning
ICML 2024
GPTSwarm: Language Agents as Optimizable Graphs
ICML 2024
Learning to Explore for Stochastic Gradient MCMC
ICML 2024
Multimodal Prototyping for cancer survival prediction
ICML 2024
Nonlinear Filtering with Brenier Optimal Transport Maps
ICML 2024
Particle Denoising Diffusion Sampler
ICML 2024
Position: The Platonic Representation Hypothesis
ICML 2024