Jiankang Deng

80 papers · 2018–2026 · 8 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (7) 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🗺️ Taxonomy Completionist (111) 🐝 Cross-Pollinator (14) 🌍 Conference Polyglot (8) 🏃 Academic Marathon (7) 🏠 Conference Loyalist (28) 🤝 Dynamic Duo (26) 🔬 Deep Specialist (18) 🧬 Topic Evolution 📈 Trend Setter ⚡ Prolific Year (6) 💎 Century Club (77) 🔥 Unstoppable (8) 🗃️ Keyword Collector (332)

Conferences

CVPR (28) ICCV (18) AAAI (10) ECCV (10) NIPS (8) ICLR (4) EMNLP (1) IJCAI (1)

Top co-authors

Stefanos Zafeiriou (26) Xiang An (11) Ziyong Feng (10) Kaicheng Yang (10) Jia Guo (10) Ismail Elezi (9) Rolandos Alexandros Potamias (8) Alexandros Lattas (7) Evangelos Ververas (6) Xiatian Zhu (6)

Keywords

face recognition (9) diffusion model (9) image generation (6) 3d face reconstruction (6) vision-language model (5) neural network (5) zero-shot learning (4) 3d morphable model (3) object detection (3) graph neural network (3) representation learning (3) metric learning (3) convolutional neural network (3) knowledge distillation (3) image restoration (3) contrastive learning (3) model compression (3) 3d reconstruction (3) domain adaptation (3) identity preservation (3)

Papers

UniME-V2: MLLM-as-a-Judge for Universal Multimodal Embedding Learning AAAI 2026

ViCToR: Improving Visual Comprehension via Token Reconstruction for Pretraining LMMs AAAI 2026

Plug-and-Play Clarifier: A Zero-Shot Multimodal Framework for Egocentric Intent Disambiguation AAAI 2026

ImHead: A Large-scale Implicit Morphable Model for Localized Head Modeling ICCV 2025

Fractal Calibration for Long-tailed Object Detection CVPR 2025

HaWoR: World-Space Hand Motion Reconstruction from Egocentric Videos CVPR 2025

WiLoR: End-to-end 3D Hand Localization and Reconstruction in-the-wild CVPR 2025

CaricatureBooth: Data-Free Interactive Caricature Generation in a Photo Booth CVPR 2025

S^3-Face: SSS-Compliant Facial Reflectance Estimation via Diffusion Priors CVPR 2025

Single-view Image to Novel-view Generation for Hand-Object Interactions AAAI 2025

Unsupervised Audio-Visual Segmentation with Modality Alignment AAAI 2025

CLIP-CID: Efficient CLIP Distillation via Cluster-Instance Discrimination AAAI 2025

From Attention to Activation: Unraveling the Enigmas of Large Language Models ICLR 2025

Frequency-Guided Diffusion for Training-Free Text-Driven Image Translation ICCV 2025

VTimeCoT: Thinking by Drawing for Video Temporal Grounding and Reasoning ICCV 2025

Region-based Cluster Discrimination for Visual Representation Learning ICCV 2025

Unlocking the Potential of Diffusion Priors in Blind Face Restoration ICCV 2025

ForCenNet: Foreground-Centric Network for Document Image Rectification ICCV 2025

HUST: High-Fidelity Unbiased Skin Tone Estimation via Texture Quantization ICCV 2025

"Principal Components" Enable A New Language of Images ICCV 2025

Signs as Tokens: A Retrieval-Enhanced Multilingual Sign Language Generator ICCV 2025

Multi-Label Cluster Discrimination for Visual Representation Learning ECCV 2024

AV-GS: Learning Material and Geometry Aware Priors for Novel View Acoustic Synthesis NIPS 2024

TopoFR: A Closer Look at Topology Alignment on Face Recognition NIPS 2024

VeLoRA: Memory Efficient Training using Rank-1 Sub-Token Projections NIPS 2024

Multilinear Mixture of Experts: Scalable Expert Specialization through Factorization NIPS 2024

ID-to-3D: Expressive ID-guided 3D Heads via Score Distillation Sampling NIPS 2024

DiffSED: Sound Event Detection with Denoising Diffusion AAAI 2024

Any-Size-Diffusion: Toward Efficient Text-Driven Synthesis for Any-Size HD Images AAAI 2024

Three Heads Are Better than One: Complementary Experts for Long-Tailed Semi-supervised Learning AAAI 2024

G3DR: Generative 3D Reconstruction in ImageNet CVPR 2024

CFPL-FAS: Class Free Prompt Learning for Generalizable Face Anti-spoofing CVPR 2024

Monocular Identity-Conditioned Facial Reflectance Reconstruction CVPR 2024

VkD: Improving Knowledge Distillation using Orthogonal Projections CVPR 2024

Neural Sign Actors: A Diffusion Model for 3D Sign Language Production from Text CVPR 2024

WaveFace: Authentic Face Restoration with Efficient Frequency Recovery CVPR 2024

Boosting Object Detection with Zero-Shot Day-Night Domain Adaptation CVPR 2024

Self-Adaptive Reality-Guided Diffusion for Artifact-Free Super-Resolution CVPR 2024

SAGS: Structure-Aware 3D Gaussian Splatting ECCV 2024

3DGazeNet: Generalizing Gaze Estimation with Weak Supervision from Synthetic Views ECCV 2024

Arc2Face: A Foundation Model for ID-Consistent Human Faces ECCV 2024

Adaptive Parametric Activation ECCV 2024

RWKV-CLIP: A Robust Vision-Language Representation Learner EMNLP 2024

Unified Physical-Digital Face Attack Detection IJCAI 2024

Regularization of Polynomial Networks for Image Recognition CVPR 2023

Unicom: Universal and Compact Representation Learning for Image Retrieval ICLR 2023

FitMe: Deep Photorealistic 3D Morphable Model Avatars CVPR 2023

Improving Fairness in Facial Albedo Estimation via Visual-Textual Cues CVPR 2023

Domain-General Crowd Counting in Unseen Scenarios AAAI 2023

HeadSculpt: Crafting 3D Head Avatars with Text NIPS 2023

Spatio-temporal Prompting Network for Robust Video Feature Extraction ICCV 2023

DiffTAD: Temporal Action Detection with Proposal Denoising Diffusion ICCV 2023

ALIP: Adaptive Language-Image Pre-Training with Synthetic Caption ICCV 2023

Adaptive Spiral Layers for Efficient 3D Representation Learning on Meshes ICCV 2023

Controllable Person Image Synthesis with Pose-Constrained Latent Diffusion ICCV 2023

Holistic Label Correction for Noisy Multi-Label Classification ICCV 2023

TransFace: Calibrating Transformer Training for Face Recognition from a Data-Centric Perspective ICCV 2023

DamoFD: Digging into Backbone Design on Face Detection ICLR 2023

Sample and Computation Redistribution for Efficient Face Detection ICLR 2022

MimicME: A Large Scale Diverse 4D Database for Facial Expression Analysis ECCV 2022

Physically-Based Face Rendering for NIR-VIS Face Recognition NIPS 2022

Augmenting Deep Classifiers with Polynomial Neural Networks ECCV 2022

MogFace: Towards a Deeper Appreciation on Face Detection CVPR 2022

Killing Two Birds With One Stone: Efficient and Robust Training of Face Recognition CNNs by Partial FC CVPR 2022

Long-Tailed Instance Segmentation Using Gumbel Optimized Loss ECCV 2022

Decoupled Multi-Task Learning With Cyclical Self-Regulation for Face Parsing CVPR 2022

Variational Prototype Learning for Deep Face Recognition CVPR 2021

OSTeC: One-Shot Texture Completion CVPR 2021

Poly-NL: Linear Complexity Non-Local Layers With 3rd Order Polynomials ICCV 2021

Gait Recognition in the Wild: A Benchmark ICCV 2021

WebFace260M: A Benchmark Unveiling the Power of Million-Scale Deep Face Recognition CVPR 2021

Sub-center ArcFace: Boosting Face Recognition by Large-scale Noisy Web Faces ECCV 2020

Dual T: Reducing Estimation Error for Transition Matrix in Label-noise Learning NIPS 2020

GP-NAS: Gaussian Process Based Neural Architecture Search CVPR 2020

RetinaFace: Single-Shot Multi-Level Face Localisation in the Wild CVPR 2020

P-nets: Deep Polynomial Neural Networks CVPR 2020

Synthesizing Coupled 3D Face Modalities by Trunk-Branch Generative Adversarial Networks ECCV 2020

ArcFace: Additive Angular Margin Loss for Deep Face Recognition CVPR 2019

Dense 3D Face Decoding Over 2500FPS: Joint Texture & Shape Convolutional Mesh Decoders CVPR 2019

UV-GAN: Adversarial Facial UV Map Completion for Pose-Invariant Face Recognition CVPR 2018