Papers
12094 papers
TMLR2025
Automated Attention Pattern Discovery at Scale in Large Language Models
Summary pending...
TMLR2025
Generative Causal Structure Learning with Dual Latent Spaces and Annealing
Summary pending...
TMLR2025
DuFal: Dual-Frequency-Aware Learning for High-Fidelity Extremely Sparse-view CBCT Reconstruction
Summary pending...
TMLR2025
Adversarial Vulnerability from On-Manifold Inseparability and Poor Off-Manifold Convergence
Summary pending...
TMLR2025
MDTree: A Masked Dynamic Autoregressive Model for Phylogenetic Inference
Summary pending...
TMLR2025
CAPE: Generalized Convergence Prediction Across Architectures Without Full Training
Summary pending...
TMLR2025
Towards Fast Safe Online Reinforcement Learning via Policy Finetuning
Summary pending...
TMLR2025
Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization
Summary pending...
TMLR2025
CARINOX: Inference-time Scaling with Category-Aware Reward-based Initial Noise Optimization and Exploration
Summary pending...
TMLR2025
Distilled Thompson Sampling: Practical and Efficient Thompson Sampling via Imitation Learning
Summary pending...
TMLR2025
Steering Dialogue Dynamics for Robustness against Multi-turn Jailbreaking Attacks
Summary pending...
TMLR2025
VScan: Rethinking Visual Token Reduction for Efficient Large Vision-Language Models
Summary pending...
TMLR2025
MetaSeal: Defending Against Image Attribution Forgery Through Content-Dependent Cryptographic Watermarks
Summary pending...
TMLR2025
Learning object representations through amortized inference over probabilistic programs
Summary pending...
TMLR2025
Fourier Learning Machines: Nonharmonic Fourier-Based Neural Networks for Scientific Machine Learning
Summary pending...
TMLR2025
SPARC: Concept-Aligned Sparse Autoencoders for Cross-Model and Cross-Modal Interpretability
Summary pending...
TMLR2025
Let's Roll a BiFTA: Bi-refinement for Fine-grained Text-visual Alignment in Vision-Language Models
Summary pending...
TMLR2025
SSFL: Discovering Sparse Unified Subnetworks at Initialization for Efficient Federated Learning
Summary pending...