LazySloth: Bounded LLM-based Lazy Tree Search for Fast Long Video Comprehension

arXiv:2609.37426 · cs.CV, cs.AI · Submitted 2026-09-29 · Read on arXiv

cs.CV, cs.AI

Submitted: 2026-09-29

Updated: 2026-09-29

Terminology

Accuracy — 32× in this paper · explained in 1 episode
Benchmark — 30× in this paper · explained in 2 episodes
RAG — 15× in this paper · explained in 3 episodes
Ablation — 7× in this paper · explained in 1 episode
Embeddings — 5× in this paper · explained in 2 episodes
Decode — 3× in this paper · explained in 2 episodes
Benchmarking — 2× in this paper · explained in 3 episodes
Retrieval-Augmented Generation (RAG) — 2× in this paper · explained in 16 episodes
Temporal Reasoning — 2× in this paper · explained in 2 episodes
Ablation study — 1× in this paper · explained in 1 episode
Agentic Direct Corpus Interaction — 1× in this paper
Agentic Framework — 1× in this paper · explained in 6 episodes
Conference on Computer Vision and Pattern Recognition — 1× in this paper
Core — 1× in this paper · explained in 2 episodes
Fine-Tuning — 1× in this paper · explained in 5 episodes
Foundation Model — 1× in this paper · explained in 3 episodes
Foundation Models — 1× in this paper · explained in 7 episodes
Grounding — 1× in this paper · explained in 3 episodes
Quantization — 1× in this paper · explained in 12 episodes
Reinforcement Learning — 1× in this paper · explained in 4 episodes
Test-time Scaling — 1× in this paper · explained in 2 episodes
Uncertainty Quantification — 1× in this paper · explained in 8 episodes
Vision-Language Models (VLMs) — 1× in this paper · explained in 6 episodes