Cover Image

Evolution of Optimization Methods: Algorithms, Scenarios, and Evaluations

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Tong, Zhang, Jiangning, Xue, Zhucun, Jiang, Juntao, Xu, Yicheng, Xu, Chengming, Hu, Teng, Xie, Xingyu, Hu, Xiaobin, Wang, Yabiao, Liu, Yong, Yan, Shuicheng
Format:	Preprint
Published:	2026
Subjects:	Machine Learning Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Multi-Dimensional Knowledge Profiling with Large-Scale Literature Database and Hierarchical Retrieval
by: Xue, Zhucun, et al.
Published: (2026)

RWKV-UNet: Improving UNet with Long-Range Cooperation for Effective Medical Image Segmentation
by: Jiang, Juntao, et al.
Published: (2025)

UniICL: Systematizing Unified Multimodal In-context Learning through a Capability-Oriented Taxonomy
by: Xu, Yicheng, et al.
Published: (2026)

LLM-Oriented Token-Adaptive Knowledge Distillation
by: Xie, Xurong, et al.
Published: (2025)

M3CoTBench: Benchmark Chain-of-Thought of MLLMs in Medical Image Understanding
by: Jiang, Juntao, et al.
Published: (2026)

IVEBench: Modern Benchmark Suite for Instruction-Guided Video Editing Assessment
by: Chen, Yinan, et al.
Published: (2025)

Visual Multi-Agent System: Mitigating Hallucination Snowballing via Visual Flow
by: Yu, Xinlei, et al.
Published: (2025)

Transform Trained Transformer: Accelerating Naive 4K Video Generation Over 10$\times$
by: Zhang, Jiangning, et al.
Published: (2025)

Improving Autoregressive Visual Generation with Cluster-Oriented Token Prediction
by: Hu, Teng, et al.
Published: (2025)

EMOv2: Pushing 5M Vision Model Frontier
by: Zhang, Jiangning, et al.
Published: (2024)

Exploring Real&Synthetic Dataset and Linear Attention in Image Restoration
by: Du, Yuzhen, et al.
Published: (2024)

Image Inversion: A Survey from GANs to Diffusion and Beyond
by: Chen, Yinan, et al.
Published: (2025)

Visual Document Understanding and Reasoning: A Multi-Agent Collaboration Framework with Agent-Wise Adaptive Test-Time Scaling
by: Yu, Xinlei, et al.
Published: (2025)

TIMotion: Temporal and Interactive Framework for Efficient Human-Human Motion Generation
by: Wang, Yabiao, et al.
Published: (2024)

GPT-4V-AD: Exploring Grounding Potential of VQA-oriented GPT-4V for Zero-shot Anomaly Detection
by: Zhang, Jiangning, et al.
Published: (2023)

VisMem: Latent Vision Memory Unlocks Potential of Vision-Language Models
by: Yu, Xinlei, et al.
Published: (2025)

Advancing Narrative Long Video Generation via Training-Free Identity-Aware Memory
by: Liu, Jinzhuo, et al.
Published: (2026)

Semantic Frame Interpolation
by: Hong, Yijia, et al.
Published: (2025)

UltraLBM-UNet: Ultralight Bidirectional Mamba-based Model for Skin Lesion Segmentation
by: Fan, Linxuan, et al.
Published: (2025)

InstanceV: Instance-Level Video Generation
by: Chen, Yuheng, et al.
Published: (2025)

SPIKE: An Adaptive Dual Controller Framework for Cost-Efficient Long-Horizon Game Agents
by: Jiang, Wencan, et al.
Published: (2026)

UltraVideo: High-Quality UHD Video Dataset with Comprehensive Captions
by: Xue, Zhucun, et al.
Published: (2025)

Dual Latent Memory for Visual Multi-agent System
by: Yu, Xinlei, et al.
Published: (2026)

Collaborative Face Experts Fusion in Video Generation: Boosting Identity Consistency Across Large Face Poses
by: Wang, Yuji, et al.
Published: (2025)

Boosting Reasoning in Large Multimodal Models via Activation Replay
by: Xing, Yun, et al.
Published: (2025)

Evolution of Video Generative Foundations
by: Hu, Teng, et al.
Published: (2026)

HumanVideo-MME: Benchmarking MLLMs for Human-Centric Video Understanding
by: Cai, Yuxuan, et al.
Published: (2025)

What Semantics Survive the Connector? Diagnosing VLM-to-DiT Alignment in Video Editing
by: Lin, Hangyu, et al.
Published: (2026)

A Comprehensive Library for Benchmarking Multi-class Visual Anomaly Detection
by: Zhang, Jiangning, et al.
Published: (2024)

Disco-RAG: Discourse-Aware Retrieval-Augmented Generation
by: Liu, Dongqi, et al.
Published: (2026)

ArtWeaver: Advanced Dynamic Style Integration via Diffusion Model
by: Xu, Chengming, et al.
Published: (2024)

SaRA: High-Efficient Diffusion Model Fine-tuning with Progressive Sparse Low-Rank Adaptation
by: Hu, Teng, et al.
Published: (2024)

FeRA: Frequency-Energy Constrained Routing for Effective Diffusion Adaptation Fine-Tuning
by: Yin, Bo, et al.
Published: (2025)

Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models
by: Xie, Xingyu, et al.
Published: (2022)

AdaVideoRAG: Omni-Contextual Adaptive Retrieval-Augmented Efficient Long Video Understanding
by: Xue, Zhucun, et al.
Published: (2025)

Open-Vocabulary SAM3D: Towards Training-free Open-Vocabulary 3D Scene Understanding
by: Tai, Hanchen, et al.
Published: (2024)

AnomalyDiffusion: Few-Shot Anomaly Image Generation with Diffusion Model
by: Hu, Teng, et al.
Published: (2023)

DynamicControl: Adaptive Condition Selection for Improved Text-to-Image Generation
by: He, Qingdong, et al.
Published: (2024)

TokenAR: Multiple Subject Generation via Autoregressive Token-level enhancement
by: Sun, Haiyue, et al.
Published: (2025)

FFP-300K: Scaling First-Frame Propagation for Generalizable Video Editing
by: Huang, Xijie, et al.
Published: (2026)