Papers
12094 papers
TMLR2025
A Lower Bound for the Number of Linear Regions of Ternary ReLU Regression Neural Networks
Summary pending...
TMLR2025
On the Dynamics & Transferability of Latent Generalization during Memorization
Summary pending...
TMLR2025
Improving Visual Discriminability of CLIP for Training-Free Open-Vocabulary Semantic Segmentation
Summary pending...
TMLR2025
LLM-Based World Models Can Make Decisions Solely, But Rigorous Evaluations are Needed
Summary pending...
TMLR2025
A Survey on Over-smoothing and Over-squashing: Unified Propagation Perspectives on Graph Neural Networks and Transformers
Summary pending...
TMLR2025
Discovering Symbolic Differential Equations with Symmetry Invariants
Summary pending...
TMLR2025
Socrates Loss: Unifying Confidence Calibration and Classification by Leveraging the Unknown
Summary pending...
TMLR2025
Rethinking Coreset Selection: The Surprising Effectiveness of Soft Labels
Summary pending...
TMLR2025
LLM-RankFusion: Mitigating Intrinsic Inconsistency in LLM-based Ranking
Summary pending...
TMLR2025
PriSM: Prior-Guided Search Methods for Query Efficient Black-Box Attacks
Summary pending...
TMLR2025
Interpreting Kolmogorov-Arnold Networks in Neuroimaging: A Path-Based Attribution Framework
Summary pending...
TMLR2025
TACO: Training-free Sound Prompted Segmentation via Semantically Constrained Audio-visual CO-factorization
Summary pending...
TMLR2025
COunterfactual Reasoning for Temporal EXplanations: Plausible and Robust Explanations for EEG-Based Seizure Detection
Summary pending...
TMLR2025
Gaming and Cooperation in Federated Learning: What Can Happen and How to Monitor It
Summary pending...
TMLR2025
End-to-end Deep Reinforcement Learning for Stochastic Multi-objective Optimization in C-VRPTW
Summary pending...
TMLR2025
Self-Supervised Laplace Approximation for Bayesian Uncertainty Quantification
Summary pending...
TMLR2025
ODE-Constrained Generative Modeling of Cardiac Dynamics for 12-Lead ECG Synthesis
Summary pending...