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🔢 Quantization of LLMs
Information Rates of Approximate Message Passing for Bandlimited Direct-Detection Channels
arxiv.org·18h
🔧Systems-level optimizations for LLM serving
Patho-AgenticRAG: Towards Multimodal Agentic Retrieval-Augmented Generation for Pathology VLMs via Reinforcement Learning
arxiv.org·18h
🧠Large Language Models (LLMs)
Spatial-Frequency Aware for Object Detection in RAW Image
arxiv.org·18h
🔍Retrieval-augmented generation
Discrete Tokenization for Multimodal LLMs: A Comprehensive Survey
arxiv.org·4d
🧠Large Language Models (LLMs)
TriP-LLM: A Tri-Branch Patch-wise Large Language Model Framework for Time-Series Anomaly Detection
arxiv.org·1d
🧠Large Language Models (LLMs)
E-VRAG: Enhancing Long Video Understanding with Resource-Efficient Retrieval Augmented Generation
arxiv.org·18h
🔍Retrieval-augmented generation
A Residual Guided strategy with Generative Adversarial Networks in training Physics-Informed Transformer Networks
arxiv.org·18h
🧠Large Language Models (LLMs)
Honey Classification using Hyperspectral Imaging and Machine Learning
arxiv.org·1d
🧠Large Language Models (LLMs)
Topolow: Force-Directed Euclidean Embedding of Dissimilarity Data with Robustness Against Non-Metricity and Sparsity
arxiv.org·18h
🧠Large Language Models (LLMs)
Learning an Efficient Multi-Turn Dialogue Evaluator from Multiple Judges
arxiv.org·1d
🧠Large Language Models (LLMs)
A Message Passing Realization of Expected Free Energy Minimization
arxiv.org·18h
🧠Large Language Models (LLMs)
Prototype Learning to Create Refined Interpretable Digital Phenotypes from ECGs
arxiv.org·18h
🔍Retrieval-augmented generation
On the Risk of Misleading Reports: Diagnosing Textual Biases in Multimodal Clinical AI
arxiv.org·1d
🧠Large Language Models (LLMs)
Getting out of the Big-Muddy: Escalation of Commitment in LLMs
arxiv.org·18h
🧠Large Language Models (LLMs)
PGD-based local surrogate models via overlapping domain decomposition: a computational comparison
arxiv.org·18h
🔧Systems-level optimizations for LLM serving
Harnessing Textual Semantic Priors for Knowledge Transfer and Refinement in CLIP-Driven Continual Learning
arxiv.org·18h
🧠Large Language Models (LLMs)
A Novel Sliced Fused Gromov-Wasserstein Distance
arxiv.org·18h
🧠Large Language Models (LLMs)
Adverse Weather-Independent Framework Towards Autonomous Driving Perception through Temporal Correlation and Unfolded Regularization
arxiv.org·18h
🧠Large Language Models (LLMs)
Co-Reward: Self-supervised Reinforcement Learning for Large Language Model Reasoning via Contrastive Agreement
arxiv.org·1d
🧠Large Language Models (LLMs)
Filtering with Self-Attention and Storing with MLP: One-Layer Transformers Can Provably Acquire and Extract Knowledge
arxiv.org·18h
🧠Large Language Models (LLMs)
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