Papers
12094 papers
TMLR2025
Evaluating Interpretable Methods via Geometric Alignment of Functional Distortions
Summary pending...
TMLR2025
Gradient-guided discrete walk-jump sampling for biological sequence generation
Summary pending...
TMLR2025
Sight Beyond Text: Multi-Modal Training Enhances LLMs in Truthfulness and Ethics
Summary pending...
TMLR2025
Transfer Learning in $\ell_1$ Regularized Regression: Hyperparameter Selection Strategy based on Sharp Asymptotic Analysis
Summary pending...
TMLR2025
Explaining Explainability: Recommendations for Effective Use of Concept Activation Vectors
Summary pending...
TMLR2025
Approximation Rates and VC-Dimension Bounds for (P)ReLU MLP Mixture of Experts
Summary pending...
TMLR2025
Localize-and-Stitch: Efficient Model Merging via Sparse Task Arithmetic
Summary pending...
TMLR2025
VLM’s Eye Examination: Instruct and Inspect Visual Competency of Vision Language Models
Summary pending...
TMLR2025
\copyright Plug-in Authorization for Human Copyright Protection in Text-to-Image Model
Summary pending...
TMLR2025
Meta-Learning for Graphs with Heterogeneous Node Attribute Spaces for Few-Shot Edge Predictions
Summary pending...
TMLR2025
Uncertainty Representations in State-Space Layers for Deep Reinforcement Learning under Partial Observability
Summary pending...
TMLR2025
Doubly Robust Conditional VAE via Decoder Calibration: An Implicit KL Annealing Approach
Summary pending...