FreeBind: Free Lunch in Unified Multimodal Space via Knowledge Fusion
Comments Accepted by ICML 2024. The code and checkpoints will be released at https://github.com/zehanwang01/FreeBind
期刊&会议
ICML
International Conference on Machine Learning · 会议 · Machine Learning
Taylor Videos for Action Recognition
Comments Published at the International Conference on Machine Learning (ICML 2024)
Riemannian Accelerated Zeroth-order Algorithm: Improved Robustness and Lower Query Complexity
Comments Accepted by ICML 2024
Ditto: Quantization-aware Secure Inference of Transformers upon MPC
Comments to be published in ICML 2024
Model-Free Robust $ϕ$-Divergence Reinforcement Learning Using Both Offline and Online Data
Comments To appear in the proceedings of the International Conference on Machine Learning (ICML) 2024
Weakly-Supervised Residual Evidential Learning for Multi-Instance Uncertainty Estimation
Comments ICML 2024
Position: Leverage Foundational Models for Black-Box Optimization
Comments International Conference on Machine Learning (ICML) 2024
Finite-Time Convergence and Sample Complexity of Actor-Critic Multi-Objective Reinforcement Learning
Comments Accepted in ICML 2024
Convergence and Complexity Guarantee for Inexact First-order Riemannian Optimization Algorithms
Comments 23 pages, 5 figures. ICML 2024. Appendix revised
Sample-Efficient Robust Multi-Agent Reinforcement Learning in the Face of Environmental Uncertainty
Comments Accepted by International Conference on Machine Learning, 2024
Sliced Wasserstein with Random-Path Projecting Directions
Comments Accepted to ICML 2024, 21 pages, 5 figures, 2 tables
An Embodied Generalist Agent in 3D World
Comments ICML 2024. The first four authors contribute equally. Project page: https://embodied-generalist.github.io
VisionGraph: Leveraging Large Multimodal Models for Graph Theory Problems in Visual Context
Comments 17 pages; Accepted by ICML 2024
On Mechanistic Knowledge Localization in Text-to-Image Generative Models
Comments Appearing in ICML 2024
Major-Minor Mean Field Multi-Agent Reinforcement Learning
Comments Accepted to ICML 2024
Switchable Decision: Dynamic Neural Generation Networks
Comments Accepted to ICML 2024
Ranking-based Client Selection with Imitation Learning for Efficient Federated Learning
Comments Accepted by ICML 2024
WISER: Weak supervISion and supErvised Representation learning to improve drug response prediction in cancer
Comments ICML 2024
Differentially Private Post-Processing for Fair Regression
Comments ICML 2024. Code is at https://github.com/rxian/fair-regression
AdsorbDiff: Adsorbate Placement via Conditional Denoising Diffusion
Comments 8 pages, 7 figures, ICML 2024
Rethinking Data Shapley for Data Selection Tasks: Misleads and Merits
Comments ICML 2024
Understanding MLP-Mixer as a Wide and Sparse MLP
Comments Accepted in ICML 2024
Collage: Light-Weight Low-Precision Strategy for LLM Training
Comments ICML 2024
ILILT: Implicit Learning of Inverse Lithography Technologies
Comments 12 pages, 10 figures, accepted by International Conference on Machine Learning (ICML24)
Stability Evaluation via Distributional Perturbation Analysis
Comments Accepted by ICML 2024
Hyperbolic Geometric Latent Diffusion Model for Graph Generation
Comments Accepted by the 41st International Conference on Machine Learning (ICML 2024)
Inherent Trade-Offs between Diversity and Stability in Multi-Task Benchmarks
Comments To be published in ICML 2024
Purify Unlearnable Examples via Rate-Constrained Variational Autoencoders
Comments Accepted by ICML 2024
Decoupling Feature Extraction and Classification Layers for Calibrated Neural Networks
Comments Proceedings of the 41 st International Conference on Machine Learning (ICML) 2024
MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts
Comments Accepted at ICML 2024
