Papers
12094 papers
TMLR2025
Calibration Enhanced Decision Maker: Towards Trustworthy Sequential Decision-Making with Large Sequence Models
Summary pending...
TMLR2025
PrismBench: Dynamic and Flexible Benchmarking of LLMs Code Generation with Monte Carlo Tree Search
Summary pending...
TMLR2025
Task-Specific Exploration in Meta-Reinforcement Learning via Task Reconstruction
Summary pending...
TMLR2025
Any Image Restoration via Efficient Spatial-Frequency Degradation Adaptation
Summary pending...
TMLR2025
α-OCC: Uncertainty-Aware Camera-based 3D Semantic Occupancy Prediction
Summary pending...
TMLR2025
\textsc{PGO-BEN}: Proxy-Guided Orthogonalization and Beta Ensembling for Few-Shot Domain-Incremental Learning
Summary pending...
TMLR2025
KITTEN: A Knowledge-Integrated Evaluation of Image Generation on Visual Entities
Summary pending...
TMLR2025
SSL-SLR: Self-Supervised Representation Learning for Sign Language Recognition
Summary pending...
TMLR2025
MissNODAG: Differentiable Learning of Cyclic Causal Graphs from Incomplete Data
Summary pending...
TMLR2025
Are vision language models robust to classic uncertainty challenges?
Summary pending...
TMLR2025
Provable Domain Adaptation for Offline Reinforcement Learning with Limited Samples
Summary pending...
TMLR2025
From Weighting to Modeling: A Nonparametric Estimator for Off-Policy Evaluation
Summary pending...
TMLR2025
A Simple and Effective Reinforcement Learning Method for Text-to-Image Diffusion Fine-tuning
Summary pending...
TMLR2025
Correctness-Aware Knowledge Distillation for Enhanced Student Learning
Summary pending...