Papers
12094 papers
TMLR2025
Variation Matters: from Mitigating to Embracing Zero-Shot NAS Ranking Function Variation
Summary pending...
TMLR2025
Almost Sure Convergence of Stochastic Gradient Methods under Gradient Domination
Summary pending...
TMLR2025
Towards Efficient Mixture of Experts: A Holistic Study of Compression Techniques
Summary pending...
TMLR2025
Domain Generalization for Time Series: Enhancing Drilling Regression Models for Stick-Slip Index Prediction
Summary pending...
TMLR2025
Vision-Language Models Provide Promptable Representations for Reinforcement Learning
Summary pending...
TMLR2025
FRAP: Faithful and Realistic Text-to-Image Generation with Adaptive Prompt Weighting
Summary pending...
TMLR2025
Evaluating Compositional Scene Understanding in Multimodal Generative Models
Summary pending...
TMLR2025
Fair principal component analysis (PCA): minorization-maximization algorithms for Fair PCA, Fair Robust PCA and Fair Sparse PCA
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
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
FragFormer: A Fragment-based Representation Learning Framework for Molecular Property Prediction
Summary pending...
TMLR2025
Partially Frozen Random Networks Contain Compact Strong Lottery Tickets
Summary pending...
TMLR2025
Referential communication in heterogeneous communities of pre-trained visual deep networks
Summary pending...