Papers

12094 papers

TMLR2025

StethoLM: Audio Language Model for Cardiopulmonary Analysis Across Clinical Tasks

Summary pending...

TMLR2025

Improving Local Explainability By Learning Causal Graphs From Data

Summary pending...

TMLR2025

LoRA-Ensemble: Efficient Uncertainty Modelling for Self-Attention Networks

Summary pending...

TMLR2025

Flow Matching for Tabular Data Synthesis

Summary pending...

TMLR2025

Addition is almost all you need: Compressing large language models with double binary factorization

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TMLR2025

Tube Loss: A Novel Loss Function for Prediction Interval Estimation

Summary pending...

TMLR2025

Nondeterministic Polynomial-time Problem Challenge: An Ever-Scaling Reasoning Benchmark for LLMs

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TMLR2025

Approximately Equivariant Recurrent Generative Models for Quasi-Periodic Time Series with a Progressive Training Scheme

Summary pending...

TMLR2025

Learning Energy-Based Models by Self-Normalising the Likelihood

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TMLR2025

TS-Reasoner: Domain-Oriented Time Series Inference Agents for Reasoning and Automated Analysis

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TMLR2025

From Link Prediction to Forecasting: Addressing Challenges in Batch-based Temporal Graph Learning

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TMLR2025

Optimistic Online Learning in Symmetric Cone Games

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TMLR2025

Adaptive Online Mirror Descent for Tchebycheff Scalarization in Multi-Objective Learning

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TMLR2025

Reward Engineering for Spatial Epidemic Simulations: A Reinforcement Learning Platform for Individual Behavioral Learning

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TMLR2025

Diversity Boosts AI-Generated Text Detection

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TMLR2025

Steering Large Reasoning Models towards Concise Reasoning via Flow Matching

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TMLR2025

Accurate Split Learning on Noisy Signals

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TMLR2025

The Confusion is Real: GRAPHIC - A Network Science Approach to Confusion Matrices in Deep Learning

Summary pending...

TMLR2025

SpikingBrain: Spiking Brain-inspired Large Models

Summary pending...

TMLR2025

Structure is Supervision: Multiview Masked Autoencoders for Radiology

Summary pending...