Cover Image

A Large-Scale Analysis on Contextual Self-Supervised Video Representation Learning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Kumar, Akash, Kumar, Ashlesha, Vineet, Vibhav, Rawat, Yogesh S
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Contextual Self-paced Learning for Weakly Supervised Spatio-Temporal Video Grounding
by: Kumar, Akash, et al.
Published: (2025)

OmViD: Omni-supervised active learning for video action detection
by: Rana, Aayush, et al.
Published: (2025)

StreamReady: Learning What to Answer and When in Long Streaming Videos
by: Azad, Shehreen, et al.
Published: (2026)

CoSPlan: Corrective Sequential Planning via Scene Graph Incremental Updates
by: Grover, Shresth, et al.
Published: (2025)

HierarQ: Task-Aware Hierarchical Q-Former for Enhanced Video Understanding
by: Azad, Shehreen, et al.
Published: (2025)

Navigating Hallucinations for Reasoning of Unintentional Activities
by: Grover, Shresth, et al.
Published: (2024)

On Occlusions in Video Action Detection: Benchmark Datasets And Training Recipes
by: Modi, Rajat, et al.
Published: (2024)

STPro: Spatial and Temporal Progressive Learning for Weakly Supervised Spatio-Temporal Grounding
by: Garg, Aaryan, et al.
Published: (2025)

Understanding Depth and Height Perception in Large Visual-Language Models
by: Azad, Shehreen, et al.
Published: (2024)

Stable Mean Teacher for Semi-supervised Video Action Detection
by: Kumar, Akash, et al.
Published: (2024)

Semi-supervised Active Learning for Video Action Detection
by: Singh, Ayush, et al.
Published: (2023)

Robustness Analysis on Foundational Segmentation Models
by: Schiappa, Madeline Chantry, et al.
Published: (2023)

RobustGait: Robustness Analysis for Appearance Based Gait Recognition
by: Sayera, Reeshoon, et al.
Published: (2025)

Maximally Useful and Minimally Redundant: The Key to Self Supervised Learning for Imbalanced Data
by: Sharma, Yash Kumar, et al.
Published: (2025)

Physics Knowledge in Frontier Models: A Diagnostic Study of Failure Modes
by: Bagdonaviciute, Ieva, et al.
Published: (2025)

VISTA: Video Interaction Spatio-Temporal Analysis Benchmark
by: Aparcedo, Alejandro, et al.
Published: (2026)

Language-Guided Temporal Token Pruning for Efficient VideoLLM Processing
by: Kumar, Yogesh
Published: (2025)

VideoSAVi: Self-Aligned Video Language Models without Human Supervision
by: Kulkarni, Yogesh, et al.
Published: (2024)

VideoLLM Benchmarks and Evaluation: A Survey
by: Kumar, Yogesh
Published: (2025)

Scaling Open-Vocabulary Action Detection
by: Sia, Zhen Hao, et al.
Published: (2025)

PEEKABOO: Interactive Video Generation via Masked-Diffusion
by: Jain, Yash, et al.
Published: (2023)

Streamlining Video Analysis for Efficient Violence Detection
by: Pathak, Gourang, et al.
Published: (2024)

Colors See Colors Ignore: Clothes Changing ReID with Color Disentanglement
by: Pathak, Priyank, et al.
Published: (2025)

DIFFER: Disentangling Identity Features via Semantic Cues for Clothes-Changing Person Re-ID
by: Liang, Xin, et al.
Published: (2025)

DisenQ: Disentangling Q-Former for Activity-Biometrics
by: Azad, Shehreen, et al.
Published: (2025)

Coarse Attribute Prediction with Task Agnostic Distillation for Real World Clothes Changing ReID
by: Pathak, Priyank, et al.
Published: (2025)

ProDiG: Progressive Diffusion-Guided Gaussian Splatting for Aerial to Ground Reconstruction
by: Mitra, Sirshapan, et al.
Published: (2026)

ADROIT: A Self-Supervised Framework for Learning Robust Representations for Active Learning
by: Banerjee, Soumya, et al.
Published: (2025)

EZ-CLIP: Efficient Zeroshot Video Action Recognition
by: Ahmad, Shahzad, et al.
Published: (2023)

ARVideo: Autoregressive Pretraining for Self-Supervised Video Representation Learning
by: Ren, Sucheng, et al.
Published: (2024)

Advancing Automatic Photovoltaic Defect Detection using Semi-Supervised Semantic Segmentation of Electroluminescence Images
by: Jha, Abhishek, et al.
Published: (2024)

Foundation Models for Video Understanding: A Survey
by: Madan, Neelu, et al.
Published: (2024)

Activity-Biometrics: Person Identification from Daily Activities
by: Azad, Shehreen, et al.
Published: (2024)

Self-Supervised Video Representation Learning in a Heuristic Decoupled Perspective
by: Song, Zeen, et al.
Published: (2024)

CrossVideoMAE: Self-Supervised Image-Video Representation Learning with Masked Autoencoders
by: Ahamed, Shihab Aaqil, et al.
Published: (2025)

A Self supervised learning framework for imbalanced medical imaging datasets
by: Sharma, Yash Kumar, et al.
Published: (2026)

Temporal Object-Aware Vision Transformer for Few-Shot Video Object Detection
by: Kumar, Yogesh, et al.
Published: (2025)

Boosting Self-Supervised Tracking with Contextual Prompts and Noise Learning
by: Zheng, Yaozong, et al.
Published: (2026)

GaitCrafter: Diffusion Model for Biometric Preserving Gait Synthesis
by: Mitra, Sirshapan, et al.
Published: (2025)

On the Discriminability of Self-Supervised Representation Learning
by: Song, Zeen, et al.
Published: (2024)