Trajectory-Class-Aware Multi-Agent Reinforcement Learning
Comments Accepted at ICLR 2025
期刊&会议
ICLR
International Conference on Learning Representations · 会议 · Machine Learning
Robust Simulation-Based Inference under Missing Data via Neural Processes
Comments Accepted at ICLR 2025
Language-Assisted Feature Transformation for Anomaly Detection
Comments ICLR 2025
Talking Turns: Benchmarking Audio Foundation Models on Turn-Taking Dynamics
Comments Accepted at ICLR 2025
Apollo-MILP: An Alternating Prediction-Correction Neural Solving Framework for Mixed-Integer Linear Programming
Journal ref Published in the Thirteenth International Conference on Learning Representations (ICLR 2025)
Data Unlearning in Diffusion Models
Comments ICLR 2025
Modeling Fine-Grained Hand-Object Dynamics for Egocentric Video Representation Learning
Comments Accepted as ICLR 2025 conference paper
Dynamical Diffusion: Learning Temporal Dynamics with Diffusion Models
Comments ICLR 2025 Accepted
PABBO: Preferential Amortized Black-Box Optimization
Comments 25 pages, 17 figures. Accepted at the Thirteenth International Conference on Learning Representations (ICLR 2025)
Re-Evaluating the Impact of Unseen-Class Unlabeled Data on Semi-Supervised Learning Model
Comments Published as a conference paper at ICLR 2025
Foundation Models Secretly Understand Neural Network Weights: Enhancing Hypernetwork Architectures with Foundation Models
Comments ICLR 2025
Training-Free Dataset Pruning for Instance Segmentation
Comments Accepted by ICLR 2025
Rethinking Light Decoder-based Solvers for Vehicle Routing Problems
Comments Accepted at ICLR 2025
Edge Prompt Tuning for Graph Neural Networks
Comments Accepted by ICLR 2025
FaceShot: Bring Any Character into Life
Comments Published as a conference paper at ICLR 2025
UniWav: Towards Unified Pre-training for Speech Representation Learning and Generation
Comments ICLR 2025; demo page at https://alexander-h-liu.github.io/uniwav-demo.github.io/
Proteina: Scaling Flow-based Protein Structure Generative Models
Comments ICLR 2025 Oral. Project page: https://research.nvidia.com/labs/genair/proteina/
Towards hyperparameter-free optimization with differential privacy
Comments Accepted to ICLR 2025 spotlight
Parameter Expanded Stochastic Gradient Markov Chain Monte Carlo
Journal ref ICLR 2025
Advancing Prompt-Based Methods for Replay-Independent General Continual Learning
Comments ICLR 2025
Discrete Codebook World Models for Continuous Control
Comments 38 pages, 21 figures, published in The Thirteenth International Conference on Learning Representations, ICLR 2025
The Hidden Cost of Waiting for Accurate Predictions
Comments Published as a conference paper at ICLR 2025 (Oral Presentation)
How to Probe: Simple Yet Effective Techniques for Improving Post-hoc Explanations
Comments Accepted as poster at ICLR 2025. GitHub Link: https://github.com/sidgairo18/how-to-probe
BadJudge: Backdoor Vulnerabilities of LLM-as-a-Judge
Comments Published to ICLR 2025
BodyGen: Advancing Towards Efficient Embodiment Co-Design
Comments ICLR 2025 (Spotlight). Project Page: https://genesisorigin.github.io, Code: https://github.com/GenesisOrigin/BodyGen
AnalogGenie: A Generative Engine for Automatic Discovery of Analog Circuit Topologies
Comments ICLR 2025 camera ready
CAMEx: Curvature-aware Merging of Experts
Comments 10 pages, 5 Figures, 7 Tables. Published at ICLR 2025
CLIPure: Purification in Latent Space via CLIP for Adversarially Robust Zero-Shot Classification
Comments accepted by ICLR 2025
Optimal Brain Apoptosis
Comments Accepted to ICLR 2025
Towards Hierarchical Rectified Flow
Comments ICLR 2025; Project Page: https://riccizz.github.io/HRF/
