A Backbone Benchmarking Study on Self-supervised Learning as a Auxiliary Task with Texture-based Local Descriptors for Face Analysis
Fuente:
arXiv
Saved in:
| Main Authors: | Reddy, Shukesh, Das, Abhijit |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Self-supervised Auxiliary Learning for Texture and Model-based Hybrid Robust and Fair Featuring in Face Analysis
by: Reddy, Shukesh, et al.
Published: (2024)
by: Reddy, Shukesh, et al.
Published: (2024)
Fusion-SSAT: Unleashing the Potential of Self-supervised Auxiliary Task by Feature Fusion for Generalized Deepfake Detection
by: Reddy, Shukesh, et al.
Published: (2026)
by: Reddy, Shukesh, et al.
Published: (2026)
Investigating the Viability of Employing Multi-modal Large Language Models in the Context of Audio Deepfake Detection
by: Chuchra, Akanksha, et al.
Published: (2026)
by: Chuchra, Akanksha, et al.
Published: (2026)
Do You See What I Say? Generalizable Deepfake Detection based on Visual Speech Recognition
by: Bora, Maheswar, et al.
Published: (2025)
by: Bora, Maheswar, et al.
Published: (2025)
Neural Descriptors: Self-Supervised Learning of Robust Local Surface Descriptors Using Polynomial Patches
by: Yona, Gal, et al.
Published: (2025)
by: Yona, Gal, et al.
Published: (2025)
Relational Self-supervised Distillation with Compact Descriptors for Image Copy Detection
by: Kim, Juntae, et al.
Published: (2024)
by: Kim, Juntae, et al.
Published: (2024)
FaceGPT: Self-supervised Learning to Chat about 3D Human Faces
by: Wang, Haoran, et al.
Published: (2024)
by: Wang, Haoran, et al.
Published: (2024)
Learning Semantic Facial Descriptors for Accurate Face Animation
by: Zhu, Lei, et al.
Published: (2025)
by: Zhu, Lei, et al.
Published: (2025)
Robust Analysis of Multi-Task Learning Efficiency: New Benchmarks on Light-Weighed Backbones and Effective Measurement of Multi-Task Learning Challenges by Feature Disentanglement
by: Mao, Dayou, et al.
Published: (2024)
by: Mao, Dayou, et al.
Published: (2024)
Descriptor Distillation: a Teacher-Student-Regularized Framework for Learning Local Descriptors
by: Liu, Yuzhen, et al.
Published: (2022)
by: Liu, Yuzhen, et al.
Published: (2022)
LAFS: Landmark-based Facial Self-supervised Learning for Face Recognition
by: Sun, Zhonglin, et al.
Published: (2024)
by: Sun, Zhonglin, et al.
Published: (2024)
Self-supervised Representation Learning with Local Aggregation for Image-based Profiling
by: Dai, Siran, et al.
Published: (2025)
by: Dai, Siran, et al.
Published: (2025)
SSAD: Self-supervised Auxiliary Detection Framework for Panoramic X-ray based Dental Disease Diagnosis
by: Cai, Zijian, et al.
Published: (2024)
by: Cai, Zijian, et al.
Published: (2024)
MAN++: Scaling Momentum Auxiliary Network for Supervised Local Learning in Vision Tasks
by: Su, Junhao, et al.
Published: (2025)
by: Su, Junhao, et al.
Published: (2025)
Masked Face Recognition under Different Backbones
by: Zhang, Bo, et al.
Published: (2026)
by: Zhang, Bo, et al.
Published: (2026)
Narrating For You: Prompt-guided Audio-visual Narrating Face Generation Employing Multi-entangled Latent Space
by: Chandra, Aashish, et al.
Published: (2026)
by: Chandra, Aashish, et al.
Published: (2026)
Soft Biometrics: Gender Recognition from Unconstrained Face Images using Local Feature Descriptor
by: Arigbabu, Olasimbo Ayodeji, et al.
Published: (2017)
by: Arigbabu, Olasimbo Ayodeji, et al.
Published: (2017)
Unsupervised Deep Learning-based Keypoint Localization Estimating Descriptor Matching Performance
by: Rivas-Villar, David, et al.
Published: (2025)
by: Rivas-Villar, David, et al.
Published: (2025)
FaceLift: Semi-supervised 3D Facial Landmark Localization
by: Ferman, David, et al.
Published: (2024)
by: Ferman, David, et al.
Published: (2024)
Learning to Decouple the Lights for 3D Face Texture Modeling
by: Huang, Tianxin, et al.
Published: (2024)
by: Huang, Tianxin, et al.
Published: (2024)
Momentum Auxiliary Network for Supervised Local Learning
by: Su, Junhao, et al.
Published: (2024)
by: Su, Junhao, et al.
Published: (2024)
Unprejudiced Training Auxiliary Tasks Makes Primary Better: A Multi-Task Learning Perspective
by: Li, Yuanze, et al.
Published: (2024)
by: Li, Yuanze, et al.
Published: (2024)
There is no SAMantics! Exploring SAM as a Backbone for Visual Understanding Tasks
by: Espinosa, Miguel, et al.
Published: (2024)
by: Espinosa, Miguel, et al.
Published: (2024)
LDCA: Local Descriptors with Contextual Augmentation for Few-Shot Learning
by: Wang, Maofa, et al.
Published: (2024)
by: Wang, Maofa, et al.
Published: (2024)
MedMAE: A Self-Supervised Backbone for Medical Imaging Tasks
by: Gupta, Anubhav, et al.
Published: (2024)
by: Gupta, Anubhav, et al.
Published: (2024)
Distribution Matching for Multi-Task Learning of Classification Tasks: a Large-Scale Study on Faces & Beyond
by: Kollias, Dimitrios, et al.
Published: (2024)
by: Kollias, Dimitrios, et al.
Published: (2024)
Shared and Private Information Learning in Multimodal Sentiment Analysis with Deep Modal Alignment and Self-supervised Multi-Task Learning
by: Lai, Songning, et al.
Published: (2023)
by: Lai, Songning, et al.
Published: (2023)
VG-SSL: Benchmarking Self-supervised Representation Learning Approaches for Visual Geo-localization
by: Xiao, Jiuhong, et al.
Published: (2023)
by: Xiao, Jiuhong, et al.
Published: (2023)
Analyzing Local Representations of Self-supervised Vision Transformers
by: Vanyan, Ani, et al.
Published: (2023)
by: Vanyan, Ani, et al.
Published: (2023)
ENTED: Enhanced Neural Texture Extraction and Distribution for Reference-based Blind Face Restoration
by: Lau, Yuen-Fui, et al.
Published: (2024)
by: Lau, Yuen-Fui, et al.
Published: (2024)
Recent Advancement in 3D Biometrics using Monocular Camera
by: Mukherjee, Aritra, et al.
Published: (2024)
by: Mukherjee, Aritra, et al.
Published: (2024)
Enhancing WSI-Based Survival Analysis with Report-Auxiliary Self-Distillation
by: Wang, Zheng, et al.
Published: (2025)
by: Wang, Zheng, et al.
Published: (2025)
Auxiliary Tasks Enhanced Dual-affinity Learning for Weakly Supervised Semantic Segmentation
by: Xu, Lian, et al.
Published: (2024)
by: Xu, Lian, et al.
Published: (2024)
S-BEVLoc: BEV-based Self-supervised Framework for Large-scale LiDAR Global Localization
by: Zhang, Chenghao, et al.
Published: (2025)
by: Zhang, Chenghao, et al.
Published: (2025)
VisionLLaMA: A Unified LLaMA Backbone for Vision Tasks
by: Chu, Xiangxiang, et al.
Published: (2024)
by: Chu, Xiangxiang, et al.
Published: (2024)
Geometric Multi-Session Map Merging with Learned Local Descriptors
by: Ma, Yanlong, et al.
Published: (2025)
by: Ma, Yanlong, et al.
Published: (2025)
TALDS-Net: Task-Aware Adaptive Local Descriptors Selection for Few-shot Image Classification
by: Qiao, Qian, et al.
Published: (2023)
by: Qiao, Qian, et al.
Published: (2023)
Efficient Self-supervised Vision Pretraining with Local Masked Reconstruction
by: Chen, Jun, et al.
Published: (2022)
by: Chen, Jun, et al.
Published: (2022)
FaceRefiner: High-Fidelity Facial Texture Refinement with Differentiable Rendering-based Style Transfer
by: Li, Chengyang, et al.
Published: (2026)
by: Li, Chengyang, et al.
Published: (2026)
A Simple Task-aware Contrastive Local Descriptor Selection Strategy for Few-shot Learning between inter class and intra class
by: Qiao, Qian, et al.
Published: (2024)
by: Qiao, Qian, et al.
Published: (2024)
Similar Items
-
Self-supervised Auxiliary Learning for Texture and Model-based Hybrid Robust and Fair Featuring in Face Analysis
by: Reddy, Shukesh, et al.
Published: (2024) -
Fusion-SSAT: Unleashing the Potential of Self-supervised Auxiliary Task by Feature Fusion for Generalized Deepfake Detection
by: Reddy, Shukesh, et al.
Published: (2026) -
Investigating the Viability of Employing Multi-modal Large Language Models in the Context of Audio Deepfake Detection
by: Chuchra, Akanksha, et al.
Published: (2026) -
Do You See What I Say? Generalizable Deepfake Detection based on Visual Speech Recognition
by: Bora, Maheswar, et al.
Published: (2025) -
Neural Descriptors: Self-Supervised Learning of Robust Local Surface Descriptors Using Polynomial Patches
by: Yona, Gal, et al.
Published: (2025)