Papers
12094 papers
TMLR2025
Density of states in neural networks: an in-depth exploration of learning in parameter space
Summary pending...
TMLR2025
Salsa Fresca: Angular Embeddings and Pre-Training for ML Attacks on Learning With Errors
Summary pending...
TMLR2025
Enhancing Temporal Consistency in Video Editing by Reconstructing Videos with 3D Gaussian Splatting
Summary pending...
TMLR2025
Conformal Prediction: A Theoretical Note and Benchmarking Transductive Node Classification in Graphs
Summary pending...
TMLR2025
Graph Potential Field Neural Network for Massive Agents Group-wise Path Planning
Summary pending...
TMLR2025
FRAP: Faithful and Realistic Text-to-Image Generation with Adaptive Prompt Weighting
Summary pending...
TMLR2025
A unifying framework for generalised Bayesian online learning in non-stationary environments
Summary pending...
TMLR2025
Enhancing Maritime Trajectory Forecasting via H3 Index and Causal Language Modelling (CLM)
Summary pending...
TMLR2025
Enhancing Fairness in Unsupervised Graph Anomaly Detection through Disentanglement
Summary pending...
TMLR2025
Maxwell's Demon at Work: Efficient Pruning by Leveraging Saturation of Neurons
Summary pending...
TMLR2025
LocalFormer: Mitigating Over-Globalising in Transformers on Graphs with Localised Training
Summary pending...
TMLR2025
Evaluating Compositional Scene Understanding in Multimodal Generative Models
Summary pending...
TMLR2025
FedDr+: Stabilizing Dot-regression with Global Feature Distillation for Federated Learning
Summary pending...
TMLR2025
Cycle Conditioning for Robust Representation Learning from Categorical Data
Summary pending...
TMLR2025
Decision-Focused Surrogate Modeling for Mixed-Integer Linear Optimization
Summary pending...