Papers
12094 papers
TMLR2025
A Survey of Reasoning in Autonomous Driving Systems: Open Challenges and Emerging Paradigms
Summary pending...
TMLR2025
Jr. AI Scientist and Its Risk Report: Autonomous Scientific Exploration from a Baseline Paper
Summary pending...
TMLR2025
Mechanism-Aware Prediction of Tissue-Specific Drug Activity via Multi-Modal Biological Graphs
Summary pending...
TMLR2025
AI Security in the Foundation Model Era: A Comprehensive Survey from a Unified Perspective
Summary pending...
TMLR2025
DOME: Distributed Online Learning based Multi-Estimate Fusion for Cooperative Predictive Target Tracking Using a Robotic Swarm
Summary pending...
TMLR2025
An Efficient Subset Selection Strategy Using Text-Guided Data Attribution to Mitigate Simplicity Bias
Summary pending...
TMLR2025
Dynamics‑Aligned Diffusion Planning for Offline RL: A Unified Framework with Forward and Inverse Guidance
Summary pending...
TMLR2025
MetaSym: A Symplectic Meta-learning Framework for Physical Intelligence
Summary pending...
TMLR2025
Diffusion Models for Solving Inverse Problems via Posterior Sampling with Piecewise Guidance
Summary pending...
TMLR2025
Don't Let It Hallucinate: Premise Verification via Retrieval-Augmented Logical Reasoning
Summary pending...
TMLR2025
Unlearning in Diffusion models under Data Constraints: A Variational Inference Approach
Summary pending...
TMLR2025
Topological Inductive Bias fosters Multiple Instance Learning in Data-Scarce Scenarios
Summary pending...
TMLR2025
AdaCubic: An Adaptive Cubic Regularization Optimizer for Deep Learning
Summary pending...
TMLR2025
One Pic is All it Takes: Poisoning Visual Document Retrieval Augmented Generation with a Single Image
Summary pending...
TMLR2025
PRISM: Diversifying Dataset Distillation by Decoupling Architectural Priors
Summary pending...