Papers

12094 papers

TMLR2025

On the Role of Discrete Representation in Sparse Mixture of Experts

Summary pending...

TMLR2025

Hypergraph clustering using Ricci curvature: an edge transport perspective

Summary pending...

TMLR2025

Don’t Judge Before You CLIP: A Unified Approach for Perceptual Tasks

Summary pending...

TMLR2025

Does Unsupervised Domain Adaptation Improve the Robustness of Amortized Bayesian Inference? A Systematic Evaluation

Summary pending...

TMLR2025

Two Is Better Than One: Aligned Representation Pairs for Anomaly Detection

Summary pending...

TMLR2025

On Representing Convex Quadratically Constrained Quadratic Programs via Graph Neural Networks

Summary pending...

TMLR2025

Solving Quadratic Programs via Deep Unrolled Douglas-Rachford Splitting

Summary pending...

TMLR2025

M4GN: Mesh-based Multi-segment Hierarchical Graph Network for Dynamic Simulations

Summary pending...

TMLR2025

Permissive Information-Flow Analysis for Large Language Models

Summary pending...

TMLR2025

Recursive SNE: Fast Prototype-Based t-SNE for Large-Scale and Online Data

Summary pending...

TMLR2025

Double Machine Learning Based Structure Identification from Temporal Data

Summary pending...

TMLR2025

Learning to Be Cautious

Summary pending...

TMLR2025

Leveraging Fully-Observable Solutions for Improved Partially-Observable Offline Reinforcement Learning

Summary pending...

TMLR2025

Jigsaw-R1: A Study of Rule-based Visual Reinforcement Learning with Jigsaw Puzzles

Summary pending...

TMLR2025

Robust Multimodal Learning via Cross-Modal Proxy Tokens

Summary pending...

TMLR2025

From discrete-time policies to continuous-time diffusion samplers: Asymptotic equivalences and faster training

Summary pending...

TMLR2025

Unifi3D: A Study on 3D Representations for Generation and Reconstruction in a Common Framework

Summary pending...

TMLR2025

ABC: Achieving Better Control of Visual Embeddings using VLLMs

Summary pending...

TMLR2025

Triple Preference Optimization: Achieving Better Alignment using a Single Step Optimization

Summary pending...

TMLR2025

On the Hardness of Computing Counterfactual and Semi-factual Explanations in XAI

Summary pending...