← Authors

Vishal M. Patel

109 papers · 2013–2026 · 10 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (13) 🐝 Cross-Pollinator (5) 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer πŸ—ΊοΈ Taxonomy Completionist (126) 🌍 Conference Polyglot (10) 🌈 Renaissance Researcher (9) 🏠 Conference Loyalist (25) 🌟 Keyword Trendsetter Combo (4) 🀝 Dynamic Duo (12) πŸ† Grand Slam πŸ”¬ Deep Specialist (21) 🧬 Topic Evolution πŸ† Keyword Champion (5) πŸš€ Conference Pioneer πŸ’Ž Century Club (108) ⚑ Prolific Year (6) πŸ”₯ Unstoppable (10) πŸ—ƒοΈ Keyword Collector (399) πŸ“ˆ Trend Setter

Conferences

CVPR (43) WACV (25) ECCV (10) ICCV (10) AAAI (6) MIDL (5) MICCAI (4) NIPS (3) ICLR (2) ICML (1)

Top co-authors

Vibashan VS (12) Rajeev Yasarla (10) Jeya Maria Jose Valanarasu (9) Rama Chellappa (8) Poojan Oza (8) Vishwanath A. Sindagi (8) Nithin Gopalakrishnan Nair (8) Kangfu Mei (6) Yiqun Mei (6) Jay N. Paranjape (6)

Research topics

Application Areas (1)

Keywords

diffusion model (20) image restoration (11) domain adaptation (11) image generation (8) change detection (5) face recognition (5) object detection (5) attention mechanism (5) deep learning (5) self-supervised learning (5) remote sensing (5) contrastive learning (4) dictionary learning (4) image synthesis (4) knowledge distillation (4) transfer learning (4) convolutional neural network (4) semantic segmentation (4) feature fusion (4) federated learning (3)

Papers

ProCrop: Learning Aesthetic Image Cropping from Professional Compositions AAAI 2026
Referring Change Detection in Remote Sensing Imagery WACV 2026
Morphing Through Time: Diffusion-Based Bridging of Temporal Gaps for Robust Alignment in Change Detection WACV 2026
DiffRegCD: Integrated Registration and Change Detection with Diffusion Features WACV 2026
F-ViTA: Foundation Model Guided Visible to Infrared Translation WACV 2026
GHOST: Getting to the Bottom of Hallucinations with A Multi-round Consistency Benchmark WACV 2026
Filter Images First, Generate Instructions Later: Pre-Instruction Data Selection for Visual Instruction Tuning CVPR 2025
MambaRecon: MRI Reconstruction with Structured State Space Models WACV 2025
Deep Metric Learning for Unsupervised Remote Sensing Change Detection WACV 2025
Frame by Familiar Frame: Understanding Replication in Video Diffusion Models WACV 2025
PETALface: Parameter Efficient Transfer Learning for Low-Resolution Face Recognition WACV 2025
ReBotNet: Fast Real-Time Video Enhancement WACV 2025
A Mamba-Based Siamese Network for Remote Sensing Change Detection WACV 2025
Active Learning for Vision Language Models WACV 2025
StepAL: Step-aware Active Learning for Cataract Surgical Videos MICCAI 2025
Perception in Reflection ICML 2025
Field-DiT: Diffusion Transformer on Unified Video, 3D, and Game Field Generation ICLR 2025
PIN: Prolate Spheroidal Wave Function-based Implicit Neural Representations ICLR 2025
Scaling Transformer-Based Novel View Synthesis with Models Token Disentanglement and Synthetic Data ICCV 2025
FaceXFormer: A Unified Transformer for Facial Analysis ICCV 2025
HarmonySeg: Tubular Structure Segmentation with Deep-Shallow Feature Fusion and Growth-Suppression Balanced Loss ICCV 2025
UniRes: Universal Image Restoration for Complex Degradations ICCV 2025
The Power of Context: How Multimodality Improves Image Super-Resolution CVPR 2025
GenDeg: Diffusion-based Degradation Synthesis for Generalizable All-In-One Image Restoration CVPR 2025
Lux Post Facto: Learning Portrait Performance Relighting with Conditional Video Diffusion and a Hybrid Dataset CVPR 2025
STEREO: A Two-Stage Framework for Adversarially Robust Concept Erasing from Text-to-Image Diffusion Models CVPR 2025
Towards Zero-Shot Anomaly Detection and Reasoning with Multimodal Large Language Models CVPR 2025
MIRE: Matched Implicit Neural Representations CVPR 2025
Distilling Multi-modal Large Language Models for Autonomous Driving CVPR 2025
SyncNoise: Geometrically Consistent Noise Prediction for Instruction-based 3D Editing AAAI 2025
SegFace: Face Segmentation of Long-Tail Classes AAAI 2025
AWRaCLe: All-Weather Image Restoration Using Visual In-Context Learning AAAI 2025
SINR: Sparsity Driven Compressed Implicit Neural Representations CVPR 2025
Diffuse and Restore: A Region-Adaptive Diffusion Model for Identity-Preserving Blind Face Restoration WACV 2024
Wild-GS: Real-Time Novel View Synthesis from Unconstrained Photo Collections NIPS 2024
Federated Black-Box Adaptation for Semantic Segmentation NIPS 2024
Entropic Open-Set Active Learning AAAI 2024
MonoDiff: Monocular 3D Object Detection and Pose Estimation with Diffusion Models CVPR 2024
CrowdDiff: Multi-hypothesis Crowd Density Estimation using Diffusion Models CVPR 2024
JeDi: Joint-Image Diffusion Models for Finetuning-Free Personalized Text-to-Image Generation CVPR 2024
CoDi: Conditional Diffusion Distillation for Higher-Fidelity and Faster Image Generation CVPR 2024
LQMFormer: Language-aware Query Mask Transformer for Referring Image Segmentation CVPR 2024
Holo-Relighting: Controllable Volumetric Portrait Relighting from a Single Image CVPR 2024
View-decoupled Transformer for Person Re-identification under Aerial-ground Camera Network CVPR 2024
Equivariant Spatio-Temporal Self-Supervision for LiDAR Object Detection ECCV 2024
Black-Box Adaptation for Medical Image Segmentation MICCAI 2024
ModelMix: A New Model-Mixup Strategy to Minimize Vicinal Risk across Tasks for Few-scribble based Cardiac Segmentation MICCAI 2024
S-SAM: SVD-based Fine-Tuning of Segment Anything Model for Medical Image Segmentation MICCAI 2024
UltraMAE: Multi-modal Masked Autoencoder for Ultrasound Pre-training MIDL 2024
Disruptive Autoencoders: Leveraging Low-level features for 3D Medical Image Pre-training MIDL 2024
Target and task specific source-free domain adaptive image segmentation MIDL 2024
3SD: Self-Supervised Saliency Detection With No Labels WACV 2024
Self-Supervised Denoising Transformer With Gaussian Process WACV 2024
Attentive Prototypes for Source-Free Unsupervised Domain Adaptive 3D Object Detection WACV 2024
Latent Feature-Guided Diffusion Models for Shadow Removal WACV 2024
ReGS: Reference-based Controllable Scene Stylization with Gaussian Splatting NIPS 2024
Spatio-Temporal Pixel-Level Contrastive Learning-Based Source-Free Domain Adaptation for Video Semantic Segmentation CVPR 2023
Mask-Free OVIS: Open-Vocabulary Instance Segmentation Without Manual Mask Annotations CVPR 2023
Fine-Context Shadow Detection Using Shadow Removal WACV 2023
AT-DDPM: Restoring Faces Degraded by Atmospheric Turbulence Using Denoising Diffusion Probabilistic Models WACV 2023
LightPainter: Interactive Portrait Relighting With Freehand Scribble CVPR 2023
AdaMAE: Adaptive Masking for Efficient Spatiotemporal Learning With Masked Autoencoders CVPR 2023
SceneComposer: Any-Level Semantic Image Synthesis CVPR 2023
Instance Relation Graph Guided Source-Free Domain Adaptive Object Detection CVPR 2023
On-the-Fly Test-time Adaptation for Medical Image Segmentation MIDL 2023
Reference-based MRI Reconstruction Using Texture Transformer MIDL 2023
Steered Diffusion: A Generalized Framework for Plug-and-Play Conditional Image Synthesis ICCV 2023
Unite and Conquer: Plug & Play Multi-Modal Synthesis Using Diffusion Models CVPR 2023
Towards Online Domain Adaptive Object Detection WACV 2023
Ambiguous Medical Image Segmentation Using Diffusion Models CVPR 2023
Meta-UDA: Unsupervised Domain Adaptive Thermal Object Detection Using Meta-Learning WACV 2022
Auto-FedRL: Federated Hyperparameter Optimization for Multi-Institutional Medical Image Segmentation ECCV 2022
Completely Self-Supervised Crowd Counting via Distribution Matching ECCV 2022
ART-SS: An Adaptive Rejection Technique for Semi-Supervised Restoration for Adverse Weather-Affected Images ECCV 2022
Deep Semantic Statistics Matching (D2SM) Denoising Network ECCV 2022
HyperTransformer: A Textural and Spectral Feature Fusion Transformer for Pansharpening CVPR 2022
Escaping Data Scarcity for High-Resolution Heterogeneous Face Hallucination CVPR 2022
TransWeather: Transformer-Based Restoration of Images Degraded by Adverse Weather Conditions CVPR 2022
SketchEdit: Mask-Free Local Image Manipulation With Partial Sketches CVPR 2022
Enhancing Adversarial Robustness for Deep Metric Learning CVPR 2022
Multimodal Learning Using Optimal Transport for Sarcasm and Humor Detection WACV 2022
Multi-Institutional Collaborations for Improving Deep Learning-Based Magnetic Resonance Image Reconstruction Using Federated Learning CVPR 2021
CR-Fill: Generative Image Inpainting With Auxiliary Contextual Reconstruction ICCV 2021
Deep Image Compositing WACV 2021
A Large-Scale, Time-Synchronized Visible and Thermal Face Dataset WACV 2021
Overcomplete Deep Subspace Clustering Networks WACV 2021
MeGA-CDA: Memory Guided Attention for Category-Aware Unsupervised Domain Adaptive Object Detection CVPR 2021
Open-set Adversarial Defense ECCV 2020
Syn2Real Transfer Learning for Image Deraining Using Gaussian Processes CVPR 2020
Generative-Discriminative Feature Representations for Open-Set Recognition CVPR 2020
Multiple Class Novelty Detection Under Data Distribution Shift ECCV 2020
Utilizing Patch-level Category Activation Patterns for Multiple Class Novelty Detection ECCV 2020
Learning to Count in the Crowd from Limited Labeled Data ECCV 2020
Prior-based Domain Adaptive Object Detection for Hazy and Rainy Conditions ECCV 2020
Pushing the Frontiers of Unconstrained Crowd Counting: New Dataset and Benchmark Method ICCV 2019
Multi-Level Bottom-Top and Top-Bottom Feature Fusion for Crowd Counting ICCV 2019
Disentangled Variational Representation for Heterogeneous Face Recognition AAAI 2019
Improving the Performance of Unimodal Dynamic Hand-Gesture Recognition With Multimodal Training CVPR 2019
C2AE: Class Conditioned Auto-Encoder for Open-Set Recognition CVPR 2019
Uncertainty Guided Multi-Scale Residual Learning-Using a Cycle Spinning CNN for Single Image De-Raining CVPR 2019
Deep Transfer Learning for Multiple Class Novelty Detection CVPR 2019
Densely Connected Pyramid Dehazing Network CVPR 2018
Density-Aware Single Image De-Raining Using a Multi-Stream Dense Network CVPR 2018
Generating High-Quality Crowd Density Maps Using Contextual Pyramid CNNs ICCV 2017
Hierarchical Multimodal Metric Learning for Multimodal Classification CVPR 2017
Matrix Completion for Resolving Label Ambiguity CVPR 2015
Generalized Domain-Adaptive Dictionaries CVPR 2013
Latent Space Sparse Subspace Clustering ICCV 2013
Dictionary Learning from Ambiguously Labeled Data CVPR 2013