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ECHO将多token预测训练开销压至逐层训练所有深度的约一半
从238篇论文中选出17篇
重点关注
ECHO: Efficient Causal Self-Recursion Beyond Auxiliary Multi-Token Prediction
score 8
入选 HF Daily Papers;HF 热度: 8 upvotes (+2);有代码实现;关键词(3): finetuning, pretraining, reasoning
UniAVC: Unified Audio-Video Creation via Progressive Training and Asymmetric Scheduling
score 7
入选 HF Daily Papers;HF 热度: 7 upvotes (+2);有代码实现
也值得关注
FlashMap: Flow Map Speculative Decoding
score 4
机构: Peking University;关键词(1): lightweight
Spatons: Spatiotonally Localized Building Blocks for Efficient XR Predistortion
score 4
机构: University of Toronto;关键词(1): latency
HiPPO Functional Memory: Coordinate-Queryable Attention for Irregular Time Series
score 4
机构: Imperial College;关键词(1): compression
Axiomatic World Modeling for Physics Reasoning
score 4
关键词(1): reasoning;顶会接收: NeurIPS
VisConf: Quality-Aware Consensus for Best-of-N in Vision-Language Model Reasoning
score 4
关键词(2): reasoning, vision-language;顶会接收: NeurIPS
Scene-Adaptive VLA: Efficient Autonomous Driving via Dynamic Layer Routing
score 4
关键词(2): real-time, vision-language;顶会接收: NeurIPS
Uncovering Semantic Hierarchies in Text-Attributed Graphs via Variational EM-based LLM-GNN Synergy
score 4
关键词(2): lightweight, reasoning;顶会接收: NeurIPS
Muse Glimmer 30B: An On-Device Agentic Model
score 4
机构: Google;关键词(4): agentic, tool use, reasoning, open-source
Spectral-Aware Proposal Enhancement for Diffusion-Based Multispectral UAV Multi-Object Tracking
score 4
机构: Huawei;关键词(1): lightweight
From Views to Worlds: Active Exploration over 3D Worlds for Vision-Language Models
score 4
关键词(2): reasoning, vision-language;顶会接收: NeurIPS
MESS: Multi-Exposure Sequence Synthesis for Generalizable Image Enhancement
score 4
关键词(2): lightweight, synthetic data;顶会接收: NeurIPS
Measuring Data Diversity with Embeddings: A Taxonomy and Benchmark for Diversity Measures
score 4
关键词(1): data curation;顶会接收: EMNLP
Leveraging Mental Models for Human-Centered Explanations: A Systematic Design Approach Illustrated by Explainable Fake Review Identification
score 4
机构: xAI;关键词(1): reasoning
MSCR: Jointly Balancing Utilization Across Modalities and Discovering Synergistic Information
score 3
顶会接收: NeurIPS
Contrastive Hypergraph Source-free Domain Adaptive Object Detection in Adverse Weather Conditions--Extended Version
score 3
顶会接收: NeurIPS