← Authors

Rama Chellappa

88 papers · 2010–2026 · 11 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (11) πŸ—ΊοΈ Taxonomy Completionist (12) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (10) 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge πŸƒ Academic Marathon (16) 🌟 Keyword Trendsetter Combo (9) 🏠 Conference Loyalist (26) πŸ† Grand Slam 🀝 Dynamic Duo (10) 🌱 Topic Pioneer πŸ”¬ Deep Specialist (12) 🧬 Topic Evolution πŸ† Keyword Champion ❓ The Questioner πŸ—ƒοΈ Keyword Collector (385) ⚑ Prolific Year (9) πŸ’Ž Century Club (88) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (14) πŸš€ Conference Pioneer

Conferences

CVPR (26) ICCV (17) WACV (14) NIPS (12) ECCV (8) AAAI (4) IJCAI (3) EMNLP (1) ICLR (1) ICML (1) MIDL (1)

Top co-authors

Cheng Peng (10) Anshul Shah (8) Vishal M. Patel (8) Yogesh Balaji (7) Aniket Roy (6) Ketul Shah (6) Jun-Cheng Chen (6) Abhinav Shrivastava (6) Wei-An Lin (5) Carlos D. Castillo (5)

Research topics

Computer Vision (1) Core AI (1)

Keywords

generative adversarial network (7) self-supervised learning (7) domain adaptation (7) contrastive learning (6) knowledge distillation (6) unsupervised learning (5) feature embedding (4) pose estimation (4) transfer learning (4) object detection (4) dictionary learning (4) diffusion model (4) zero-shot learning (4) face recognition (4) gait recognition (4) feature extraction (3) wasserstein distance (3) domain generalization (3) image classification (3) representation learning (3)

Papers

VRAgent: Self-Refining Agent for Zero-Shot Multimodal Video Retrieval WACV 2026
DiffRegCD: Integrated Registration and Change Detection with Diffusion Features WACV 2026
CEMIL: Contextual Attention Based Efficient Weakly Supervised Approach for Histopathology Image Classification WACV 2025
ViT-Linearizer: Distilling Quadratic Knowledge into Linear-Time Vision Models ICCV 2025
Polysemantic Dropout: Conformal OOD Detection for Specialized LLMs EMNLP 2025
Enrich and Detect: Video Temporal Grounding with Multimodal LLMs ICCV 2025
FaceXFormer: A Unified Transformer for Facial Analysis ICCV 2025
Medical World Model ICCV 2025
Video-ColBERT: Contextualized Late Interaction for Text-to-Video Retrieval CVPR 2025
VM-Gait: Multi-Modal 3D Representation Based on Virtual Marker for Gait Recognition WACV 2025
TOGA: Temporally Grounded Open-Ended Video QA with Weak Supervision ICCV 2025
DuoLoRA : Cycle-consistent and Rank-disentangled Content-Style Personalization ICCV 2025
GaitContour: Efficient Gait Recognition Based on a Contour-Pose Representation WACV 2025
PETALface: Parameter Efficient Transfer Learning for Low-Resolution Face Recognition WACV 2025
MimicGait: A Model Agnostic Approach for Occluded Gait Recognition using Correlational Knowledge Distillation WACV 2025
Cap2Aug: Caption Guided Image Data Augmentation WACV 2025
VILLS : Video-Image Learning to Learn Semantics for Person Re-Identification WACV 2025
CLR-Face: Conditional Latent Refinement for Blind Face Restoration Using Score-Based Diffusion Models IJCAI 2024
SPIQA: A Dataset for Multimodal Question Answering on Scientific Papers NIPS 2024
LP-3DGS: Learning to Prune 3D Gaussian Splatting NIPS 2024
You Can Run but Not Hide: Improving Gait Recognition With Intrinsic Occlusion Type Awareness WACV 2024
Diffuse and Restore: A Region-Adaptive Diffusion Model for Identity-Preserving Blind Face Restoration WACV 2024
Jack of All Tasks Master of Many: Designing General-Purpose Coarse-to-Fine Vision-Language Model CVPR 2024
Unsupervised Video Domain Adaptation with Masked Pre-Training and Collaborative Self-Training CVPR 2024
GAMMA-FACE: GAussian Mixture Models Amend Diffusion Models for Bias Mitigation in Face Images ECCV 2024
BAGS: Blur Agnostic Gaussian Splatting through Multi-Scale Kernel Modeling ECCV 2024
Multi-View Action Recognition Using Contrastive Learning WACV 2023
MOST: Multiple Object Localization with Self-Supervised Transformers for Object Discovery ICCV 2023
SparseDet: Improving Sparsely Annotated Object Detection with Pseudo-positive Mining ICCV 2023
HaLP: Hallucinating Latent Positives for Skeleton-Based Self-Supervised Learning of Actions CVPR 2023
PDRF: Progressively Deblurring Radiance Field for Fast Scene Reconstruction from Blurry Images AAAI 2023
Certified Robustness via Dynamic Margin Maximization and Improved Lipschitz Regularization NIPS 2023
STEPs: Self-Supervised Key Step Extraction and Localization from Unlabeled Procedural Videos ICCV 2023
Battle of the Backbones: A Large-Scale Comparison of Pretrained Models across Computer Vision Tasks NIPS 2023
EgoVLPv2: Egocentric Video-Language Pre-training with Fusion in the Backbone ICCV 2023
Pose and Joint-Aware Action Recognition WACV 2022
HyperSegNAS: Bridging One-Shot Neural Architecture Search With 3D Medical Image Segmentation Using HyperNet CVPR 2022
EyePAD++: A Distillation-Based Approach for Joint Eye Authentication and Presentation Attack Detection Using Periocular Images CVPR 2022
Segment and Complete: Defending Object Detectors Against Adversarial Patch Attacks With Robust Patch Detection CVPR 2022
FeLMi : Few shot Learning with hard Mixup NIPS 2022
Sleeper Agent: Scalable Hidden Trigger Backdoors for Neural Networks Trained from Scratch NIPS 2022
Where in the World Is This Image? Transformer-Based Geo-Localization in the Wild ECCV 2022
Max-Margin Contrastive Learning AAAI 2022
XraySyn: Realistic View Synthesis From a Single Radiograph Through CT Priors AAAI 2021
The Pursuit of Knowledge: Discovering and Localizing Novel Categories Using Dual Memory ICCV 2021
A Multi-Class Hinge Loss for Conditional GANs WACV 2021
Hierarchical Video Prediction Using Relational Layouts for Human-Object Interactions CVPR 2021
PASS: Protected Attribute Suppression System for Mitigating Bias in Face Recognition ICCV 2021
Robust Optimal Transport with Applications in Generative Modeling and Domain Adaptation NIPS 2020
3DRegNet: A Deep Neural Network for 3D Point Registration CVPR 2020
Detecting Human-Object Interactions via Functional Generalization AAAI 2020
Dual Manifold Adversarial Robustness: Defense against Lp and non-Lp Adversarial Attacks NIPS 2020
SAINT: Spatially Aware Interpolation NeTwork for Medical Slice Synthesis CVPR 2020
The Devil is in the Details: Self-Supervised Attention for Vehicle Re-Identification ECCV 2020
Visual Question Answering on Image Sets ECCV 2020
Towards multi-sequence MR image recovery from undersampled k-space data MIDL 2020
Normalized Wasserstein for Mixture Distributions With Applications in Adversarial Learning and Domain Adaptation ICCV 2019
Learning Without Memorizing CVPR 2019
Unsupervised Domain-Specific Deblurring via Disentangled Representations CVPR 2019
DuDoNet: Dual Domain Network for CT Metal Artifact Reduction CVPR 2019
Uncertainty Modeling of Contextual-Connections Between Tracklets for Unconstrained Video-Based Face Recognition ICCV 2019
A Dual-Path Model With Adaptive Attention for Vehicle Re-Identification ICCV 2019
Entropic GANs meet VAEs: A Statistical Approach to Compute Sample Likelihoods in GANs ICML 2019
Conditional GAN with Discriminative Filter Generation for Text-to-Video Synthesis IJCAI 2019
Deep Density Clustering of Unconstrained Faces CVPR 2018
Zero-Shot Object Detection ECCV 2018
Deep Regionlets for Object Detection ECCV 2018
Semi-supervised FusedGAN for Conditional Image Generation ECCV 2018
Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models ICLR 2018
MetaReg: Towards Domain Generalization using Meta-Regularization NIPS 2018
Disentangling 3D Pose in a Dendritic CNN for Unconstrained 2D Face Alignment CVPR 2018
Learning From Synthetic Data: Addressing Domain Shift for Semantic Segmentation CVPR 2018
Generate to Adapt: Aligning Domains Using Generative Adversarial Networks CVPR 2018
Soft-NMS -- Improving Object Detection With One Line of Code ICCV 2017
Hierarchical Multimodal Metric Learning for Multimodal Classification CVPR 2017
SSH: Single Stage Headless Face Detector ICCV 2017
Discriminative Log-Euclidean Feature Learning for Sparse Representation-Based Recognition of Faces from Videos IJCAI 2016
Class Consistent Multi-Modal Fusion With Binary Features CVPR 2015
Matrix Completion for Resolving Label Ambiguity CVPR 2015
Human Action Recognition by Representing 3D Skeletons as Points in a Lie Group CVPR 2014
Submodular Attribute Selection for Action Recognition in Video NIPS 2014
Computationally Efficient Regression on a Dependency Graph for Human Pose Estimation CVPR 2013
Generalized Domain-Adaptive Dictionaries CVPR 2013
Subspace Interpolation via Dictionary Learning for Unsupervised Domain Adaptation CVPR 2013
Kernel Learning for Extrinsic Classification of Manifold Features CVPR 2013
Dictionary Learning from Ambiguously Labeled Data CVPR 2013
Manifold Precis: An Annealing Technique for Diverse Sampling of Manifolds NIPS 2011
Large-Scale Matrix Factorization with Missing Data under Additional Constraints NIPS 2010