Papers

12094 papers

TMLR2025

When SNN meets ANN: Error-Free ANN-to-SNN Conversion for Extreme Edge Efficiency

Summary pending...

TMLR2025

Latent mixed-effect models for high-dimensional longitudinal data

Summary pending...

TMLR2025

Efficient Open Set Single Image Test Time Adaptation of Vision Language Models

Summary pending...

TMLR2025

Rethinking the Value of Training-Free Structured Pruning of LLMs

Summary pending...

TMLR2025

Lie Symmetry Net: Preserving Conservation Laws in Modelling Financial Market Dynamics via Differential Equations

Summary pending...

TMLR2025

Mixture of Balanced Information Bottlenecks for Long-Tailed Visual Recognition

Summary pending...

TMLR2025

Graph-based Confidence Calibration for Large Language Models

Summary pending...

TMLR2025

Return-Aligned Decision Transformer

Summary pending...

TMLR2025

Non asymptotic analysis of Adaptive stochastic gradient algorithms and applications

Summary pending...

TMLR2025

Combinatorial Multi-armed Bandits: Arm Selection via Group Testing

Summary pending...

TMLR2025

Gaussian Pre-Activations in Neural Networks: Myth or Reality?

Summary pending...

TMLR2025

A functional framework for nonsmooth autodiff with {\it maxpooling} functions

Summary pending...

TMLR2025

A Survey on Large Language Model-Based Social Agents in Game-Theoretic Scenarios

Summary pending...

TMLR2025

∇QDARTS: Quantization as an Elastic Dimension to Differentiable NAS

Summary pending...

TMLR2025

On the effectiveness of Rotation-Equivariance in U-Net: A Benchmark for Image Segmentation

Summary pending...

TMLR2025

CXAD: Contrastive Explanations for Anomaly Detection: Algorithms, Complexity Results and Experiments

Summary pending...

TMLR2025

Effect of Random Learning Rate: Theoretical Analysis of SGD Dynamics in Non-Convex Optimization via Stationary Distribution

Summary pending...

TMLR2025

Budgeted-Bandits with Controlled Restarts with Applications in Learning and Computing

Summary pending...

TMLR2025

UniZero: Generalized and Efficient Planning with Scalable Latent World Models

Summary pending...

TMLR2025

SE3Set: Harnessing Equivariant Hypergraph Neural Networks for Molecular Representation Learning

Summary pending...