Papers

12094 papers

TMLR2025

Kernel Space Conditional Distribution Alignment for Improving Group Fairness in Deepfake Detection

Summary pending...

TMLR2025

Avoiding Structural Pitfalls: Self-Supervised Low-Rank Feature Tuning for Graph Test-Time Adaptation

Summary pending...

TMLR2025

Improved Localized Machine Unlearning Through the Lens of Memorization

Summary pending...

TMLR2025

Is isotropy a good proxy for generalization in time series forecasting with transformers?

Summary pending...

TMLR2025

FP4DiT: Towards Effective Floating Point Quantization for Diffusion Transformers

Summary pending...

TMLR2025

Causal Ordering for Structure Learning from Time Series

Summary pending...

TMLR2025

Mixture of Experts for Image Classification: What's the Sweet Spot?

Summary pending...

TMLR2025

Exploring the Robustness of Language Models for Tabular Question Answering via Attention Analysis

Summary pending...

TMLR2025

Estimating the Event-Related Potential from Few EEG Trials

Summary pending...

TMLR2025

Explaining Bayesian Neural Networks

Summary pending...

TMLR2025

Testing with Non-identically Distributed Samples

Summary pending...

TMLR2025

Tracking the Median of Gradients with a Stochastic Proximal Point Method

Summary pending...

TMLR2025

Learning to Rank with Top-$K$ Fairness

Summary pending...

TMLR2025

Inverting Gradient Attacks Makes Powerful Data Poisoning

Summary pending...

TMLR2025

Uncertainty Quantification in Retrieval Augmented Question Answering

Summary pending...

TMLR2025

Segmenting Text and Learning Their Rewards for Improved RLHF in Language Model

Summary pending...

TMLR2025

Say My Name: a Model's Bias Discovery Framework

Summary pending...

TMLR2025

Simplifying Knowledge Transfer in Pretrained Models

Summary pending...

TMLR2025

Geometric Optimal Transport for Unsupervised Domain Adaptation

Summary pending...

TMLR2025

Adaptive Group Robust Ensemble Knowledge Distillation

Summary pending...