Papers

12094 papers

TMLR2025

Can AI-Generated Text be Reliably Detected? Stress Testing AI Text Detectors Under Various Attacks

Summary pending...

TMLR2025

Towards LifeSpan Cognitive Systems

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TMLR2025

A Strong Baseline for Molecular Few-Shot Learning

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TMLR2025

Improving Consistency in Large Language Models through Chain of Guidance

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TMLR2025

Stability-Aware Training of Machine Learning Force Fields with Differentiable Boltzmann Estimators

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TMLR2025

Lognormal Mutations and their Use in Detecting Surreptitious Fake Images

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TMLR2025

Reset-free Reinforcement Learning with World Models

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TMLR2025

Theoretical Insights into Overparameterized Models in Multi-Task and Replay-Based Continual Learning

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TMLR2025

Leveraging Gradients for Unsupervised Accuracy Estimation under Distribution Shift

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TMLR2025

MIND: Modality-Informed Knowledge Distillation Framework for Multimodal Clinical Prediction Tasks

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TMLR2025

Identifying Spurious Correlations using Counterfactual Alignment

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TMLR2025

Mind the truncation gap: challenges of learning on dynamic graphs with recurrent architectures

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TMLR2025

Unsupervised Discovery of Object-Centric Neural Fields

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TMLR2025

An analysis of the noise schedule for score-based generative models

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TMLR2025

LTL-Constrained Policy Optimization with Cycle Experience Replay

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TMLR2025

On Using Certified Training towards Empirical Robustness

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TMLR2025

Interpreting Neurons in Deep Vision Networks with Language Models

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TMLR2025

Speech Synthesis By Unrolling Diffusion Process using Neural Network Layers

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TMLR2025

An Analysis of Model Robustness across Concurrent Distribution Shifts

Summary pending...

TMLR2025

State-Constrained Offline Reinforcement Learning

Summary pending...