Papers
12094 papers
TMLR2025
An Empirical Study of Pre-trained Model Selection for Out-of-Distribution Generalization and Calibration
Summary pending...
TMLR2025
Where Do We Stand with Implicit Neural Representations? A Technical and Performance Survey
Summary pending...
TMLR2025
Directed Exploration in Reinforcement Learning from Linear Temporal Logic
Summary pending...
TMLR2025
Generative Risk Minimization for Out-of-Distribution Generalization on Graphs
Summary pending...
TMLR2025
Investigating the Effects of Fairness Interventions Using Pointwise Representational Similarity
Summary pending...
TMLR2025
Hard-Negative Sampling for Contrastive Learning: Optimal Representation Geometry and Neural- vs Dimensional-Collapse
Summary pending...
TMLR2025
MESSI: A Multi-Elevation Semantic Segmentation Image Dataset of an Urban Environment
Summary pending...
TMLR2025
Conformalized Credal Regions for Classification with Ambiguous Ground Truth
Summary pending...
TMLR2025
Causal Discovery over High-Dimensional Structured Hypothesis Spaces with Causal Graph Partitioning
Summary pending...
TMLR2025
Leveraging a Simulator for Learning Causal Representations from Post-Treatment Covariates for CATE
Summary pending...
TMLR2025
Identifying Axiomatic Mathematical Transformation Steps using Tree-Structured Pointer Networks
Summary pending...
TMLR2025
An Analytical Model for Overparameterized Learning Under Class Imbalance
Summary pending...