Papers
12094 papers
TMLR2025
Achieving Tighter Finite-Time Rates for Heterogeneous Federated Stochastic Approximation under Markovian Sampling
Summary pending...
TMLR2025
GIFT: A Framework Towards Global Interpretable Faithful Textual Explanations of Vision Classifiers
Summary pending...
TMLR2025
CLIP-SVD: Efficient and Interpretable Vision–Language Adaptation via Singular Values
Summary pending...
TMLR2025
Learning Lagrangian Interaction Dynamics with Sampling-Based Model Order Reduction
Summary pending...
TMLR2025
HiBaNG: Hierarchical Bayesian Nonparametric Granger Causal Discovery in Low-Data Regimes
Summary pending...
TMLR2025
A Survey of Token Compression for Efficient Multimodal Large Language Models
Summary pending...
TMLR2025
Federated Learning with Uncertainty and Personalization via Efficient Second-order Optimization
Summary pending...
TMLR2025
Guess-and-Learn (G&L): Measuring the Cumulative Error Cost of Cold-Start Adaptation
Summary pending...
TMLR2025
Exploring Perceptual Limitations of Multimodal LLMs on Small Visual Objects
Summary pending...
TMLR2025
$$\texttt{C2-DPO}$$: Constrained Controlled Direct Preference Optimization
Summary pending...
TMLR2025
mTSBench: Benchmarking Multivariate Time Series Anomaly Detection and Model Selection at Scale
Summary pending...
TMLR2025
Order from Chaos: Physical World Understanding from Glitchy Gameplay Videos
Summary pending...