Papers
12094 papers
TMLR2025
Thought-Retriever: Don't Just Retrieve Raw Data, Retrieve Thoughts for Memory-Augmented Agentic Systems
Summary pending...
TMLR2025
Differentially Private Conformal Prediction via Quantile Binary Search
Summary pending...
TMLR2025
The Initialization Determines Whether In-Context Learning Is Gradient Descent
Summary pending...
TMLR2025
Tabby: A Language Model Architecture for Tabular and Structured Data Synthesis
Summary pending...
TMLR2025
XCTFormer: Leveraging Cross-Channel and Cross-Time Dependencies for Enhanced Time-Series Analysis
Summary pending...
TMLR2025
Task-agnostic Prompt Compression with Context-aware Sentence Embedding and Reward-guided Task Descriptor
Summary pending...
TMLR2025
LVLM-Count: Enhancing the Counting Ability of Large Vision-Language Models
Summary pending...
TMLR2025
Hard Work Does Not Always Pay Off: On the Robustness of NAS to Data Poisoning
Summary pending...
TMLR2025
Variational Online Mirror Descent for Robust Learning in Schrödinger Bridge
Summary pending...
TMLR2025
Forget Less, Retain More: A Lightweight Regularizer for Rehearsal-Based Continual Learning
Summary pending...
TMLR2025
Improving Foundation Model Group Robustness with Auxiliary Sentence Embeddings
Summary pending...
TMLR2025
Understanding Class Bias Amplification in Graph Representation Learning
Summary pending...
TMLR2025
The Five Ws of Multi-Agent Communication: Who Talks to Whom, When, What, and Why - A Survey from MARL to Emergent Language and LLMs
Summary pending...
TMLR2025
COMPASS: COntinual Multilingual PEFT with Adaptive Semantic Sampling
Summary pending...
TMLR2025
Are foundation models for computer vision good conformal predictors?
Summary pending...