← Authors

Mubarak Shah

132 papers · 2013–2026 · 11 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸƒ Academic Marathon (13) πŸ—ΊοΈ Taxonomy Completionist (143) 🌈 Renaissance Researcher (10) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (10) 🌍 Conference Polyglot (10) 🏠 Conference Loyalist (24) 🀝 Dynamic Duo (21) πŸ† Grand Slam πŸ‘₯ Mega-Team (69) 🌱 Topic Pioneer πŸ”¬ Deep Specialist (18) 🧬 Topic Evolution πŸ† Keyword Champion (4) ❓ The Questioner (5) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (14) πŸ—ƒοΈ Keyword Collector (442) πŸ’Ž Century Club (129) ⚑ Prolific Year (6) πŸš€ Conference Pioneer

Conferences

CVPR (60) ICCV (24) ECCV (18) ICLR (9) AAAI (7) NIPS (6) WACV (3) EMNLP (2) ACL (1) EACL (1) ICML (1)

Top co-authors

Fahad Shahbaz Khan (21) Salman Khan (15) Mamshad Nayeem Rizve (14) Chen Chen (12) Ishan Rajendrakumar Dave (8) Rao Muhammad Anwer (8) Nazanin Rahnavard (7) Hisham Cholakkal (7) Kevin Duarte (7) Haroon Idrees (6)

Keywords

video understanding (17) object detection (9) self-supervised learning (9) contrastive learning (7) zero-shot learning (7) representation learning (6) attention mechanism (6) semi-supervised learning (6) action recognition (6) convolutional neural network (5) curriculum learning (5) video analysis (4) multimodal learning (4) video anomaly detection (4) large multimodal model (4) semantic segmentation (4) weakly supervised learning (4) multi-label classification (4) person re-identification (4) vision-language model (4)

Papers

Jailbreaks as Inference-Time Alignment: A Framework for Understanding Safety Failures in LLMs EACL 2026
SMPRO: Self-Supervised Visual Preference Alignment via Differentiable Multi-Preference Multi-Group Ranking AAAI 2026
GAEA: A Geolocation Aware Conversational Assistant WACV 2026
SafeR-CLIP: Mitigating NSFW Content in Vision-Language Models While Preserving Pre-Trained Knowledge AAAI 2026
DLCR: A Generative Data Expansion Framework via Diffusion for Clothes-Changing Person Re-ID WACV 2025
MGD$^3$ : Mode-Guided Dataset Distillation using Diffusion Models ICML 2025
Intent3D: 3D Object Detection in RGB-D Scans Based on Human Intention ICLR 2025
LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs ACL 2025
ASTrA: Adversarial Self-supervised Training with Adaptive-Attacks ICLR 2025
ALBAR: Adversarial Learning approach to mitigate Biases in Action Recognition ICLR 2025
AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation ICLR 2025
Exploring Local Memorization in Diffusion Models via Bright Ending Attention ICLR 2025
Robin3D: Improving 3D Large Language Model via Robust Instruction Tuning ICCV 2025
GT-Loc: Unifying When and Where in Images Through a Joint Embedding Space ICCV 2025
Beyond Simple Edits: Composed Video Retrieval with Dense Modifications ICCV 2025
Test-Time Retrieval-Augmented Adaptation for Vision-Language Models ICCV 2025
A Culturally-diverse Multilingual Multimodal Video Benchmark & Model EMNLP 2025
Curriculum Direct Preference Optimization for Diffusion and Consistency Models CVPR 2025
Enhancing Privacy-Utility Trade-offs to Mitigate Memorization in Diffusion Models CVPR 2025
M-LLM Based Video Frame Selection for Efficient Video Understanding CVPR 2025
CoLLM: A Large Language Model for Composed Image Retrieval CVPR 2025
All Languages Matter: Evaluating LMMs on Culturally Diverse 100 Languages CVPR 2025
Sync from the Sea: Retrieving Alignable Videos from Large-Scale Datasets ECCV 2024
PTQ4DiT: Post-training Quantization for Diffusion Transformers NIPS 2024
No More Shortcuts: Realizing the Potential of Temporal Self-Supervision AAAI 2024
DVANet: Disentangling View and Action Features for Multi-View Action Recognition AAAI 2024
Self-Distilled Masked Auto-Encoders are Efficient Video Anomaly Detectors CVPR 2024
VidLA: Video-Language Alignment at Scale CVPR 2024
Composed Video Retrieval via Enriched Context and Discriminative Embeddings CVPR 2024
Multiview Aerial Visual RECognition (MAVREC): Can Multi-view Improve Aerial Visual Perception? CVPR 2024
X-Former: Unifying Contrastive and Reconstruction Learning for MLLMs ECCV 2024
FinePseudo: Improving Pseudo-Labelling through Temporal-Alignablity for Semi-Supervised Fine-Grained Action Recognition ECCV 2024
SegVG: Transferring Object Bounding Box to Segmentation for Visual Grounding ECCV 2024
Open Vocabulary Multi-Label Video Classification ECCV 2024
Regulating Model Reliance on Non-Robust Features by Smoothing Input Marginal Density ECCV 2024
GAReT: Cross-view Video Geolocalization with Adapters and Auto-Regressive Transformers ECCV 2024
CityGuessr: City-Level Video Geo-Localization on a Global Scale ECCV 2024
MΓΆbius Transform for Mitigating Perspective Distortions in Representation Learning ECCV 2024
Class Prototypes Based Contrastive Learning for Classifying Multi-Label and Fine-Grained Educational Videos CVPR 2023
Where We Are and What We're Looking At: Query Based Worldwide Image Geo-Localization Using Hierarchies and Scenes CVPR 2023
TimeBalance: Temporally-Invariant and Temporally-Distinctive Video Representations for Semi-Supervised Action Recognition CVPR 2023
R2Former: Unified Retrieval and Reranking Transformer for Place Recognition CVPR 2023
Vita-CLIP: Video and Text Adaptive CLIP via Multimodal Prompting CVPR 2023
Learning Situation Hyper-Graphs for Video Question Answering CVPR 2023
Re-calibrating Feature Attributions for Model Interpretation ICLR 2023
Dual Student Networks for Data-Free Model Stealing ICLR 2023
GeoCLIP: Clip-Inspired Alignment between Locations and Images for Effective Worldwide Geo-localization NIPS 2023
Video-FocalNets: Spatio-Temporal Focal Modulation for Video Action Recognition ICCV 2023
Diffusion Action Segmentation ICCV 2023
Contrastive Self-Supervised Learning Leads to Higher Adversarial Susceptibility AAAI 2023
Efficient Distribution Similarity Identification in Clustered Federated Learning via Principal Angles between Client Data Subspaces AAAI 2023
CDFSL-V: Cross-Domain Few-Shot Learning for Videos ICCV 2023
TeD-SPAD: Temporal Distinctiveness for Self-Supervised Privacy-Preservation for Video Anomaly Detection ICCV 2023
Preserving Modality Structure Improves Multi-Modal Learning ICCV 2023
When Do Curricula Work in Federated Learning? ICCV 2023
PivoTAL: Prior-Driven Supervision for Weakly-Supervised Temporal Action Localization CVPR 2023
Person Image Synthesis via Denoising Diffusion Model CVPR 2023
OpenLDN: Learning to Discover Novel Classes for Open-World Semi-Supervised Learning ECCV 2022
Transferable 3D Adversarial Textures Using End-to-End Optimization WACV 2022
Don't Pour Cereal into Coffee: Differentiable Temporal Logic for Temporal Action Segmentation NIPS 2022
TransGeo: Transformer Is All You Need for Cross-View Image Geo-Localization CVPR 2022
Self-Supervised Predictive Convolutional Attentive Block for Anomaly Detection CVPR 2022
SPAct: Self-Supervised Privacy Preservation for Action Recognition CVPR 2022
UniCon: Combating Label Noise Through Uniform Selection and Contrastive Learning CVPR 2022
OW-DETR: Open-World Detection Transformer CVPR 2022
PSTR: End-to-End One-Step Person Search With Transformers CVPR 2022
UBnormal: New Benchmark for Supervised Open-Set Video Anomaly Detection CVPR 2022
Self-Joint Supervised Learning ICLR 2022
Towards Realistic Semi-Supervised Learning ECCV 2022
Weakly Supervised Grounding for VQA in Vision-Language Transformers ECCV 2022
GAMa: Cross-view Video Geo-localization ECCV 2022
Found a Reason for me? Weakly-supervised Grounded Visual Question Answering using Capsules CVPR 2021
Discriminative Region-Based Multi-Label Zero-Shot Learning ICCV 2021
Face Image Retrieval With Attribute Manipulation ICCV 2021
Video Geo-Localization Employing Geo-Temporal Feature Learning and GPS Trajectory Smoothing ICCV 2021
Dogfight: Detecting Drones From Drones Videos CVPR 2021
Exploring Complementary Strengths of Invariant and Equivariant Representations for Few-Shot Learning CVPR 2021
Reformulating Zero-shot Action Recognition for Multi-label Actions NIPS 2021
Handwriting Transformers ICCV 2021
Out-of-Distribution Detection Using Union of 1-Dimensional Subspaces CVPR 2021
In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-label Selection Framework for Semi-Supervised Learning ICLR 2021
Modeling Multi-Label Action Dependencies for Temporal Action Localization CVPR 2021
Anomaly Detection in Video via Self-Supervised and Multi-Task Learning CVPR 2021
Count- and Similarity-aware R-CNN for Pedestrian Detection ECCV 2020
Select to Better Learn: Fast and Accurate Deep Learning Using Data Selection From Nonlinear Manifolds CVPR 2020
Visual-Textual Capsule Routing for Text-Based Video Segmentation CVPR 2020
iTAML: An Incremental Task-Agnostic Meta-learning Approach CVPR 2020
Simultaneous Detection and Tracking with Motion Modelling for Multiple Object Tracking ECCV 2020
Multi-view Action Recognition using Cross-view Video Prediction ECCV 2020
SubSpace Capsule Network AAAI 2020
MMFT-BERT: Multimodal Fusion Transformer with BERT Encodings for Visual Question Answering EMNLP 2020
Unsupervised Meta-Learning for Few-Shot Image Classification NIPS 2019
Iterative Projection and Matching: Finding Structure-Preserving Representatives and Its Application to Computer Vision CVPR 2019
Pay Attention! - Robustifying a Deep Visuomotor Policy Through Task-Focused Visual Attention CVPR 2019
Bridging the Domain Gap for Ground-to-Aerial Image Matching ICCV 2019
CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule Routing ICCV 2019
Deep Constrained Dominant Sets for Person Re-Identification ICCV 2019
VideoCapsuleNet: A Simplified Network for Action Detection NIPS 2018
Real-World Anomaly Detection in Surveillance Videos CVPR 2018
Visual Text Correction ECCV 2018
Composition Loss for Counting, Density Map Estimation and Localization in Dense Crowds ECCV 2018
Human Semantic Parsing for Person Re-Identification CVPR 2018
ClusterNet: Detecting Small Objects in Large Scenes by Exploiting Spatio-Temporal Information CVPR 2018
Generative Adversarial Networks Conditioned by Brain Signals ICCV 2017
Unsupervised Action Discovery and Localization in Videos ICCV 2017
Video Fill in the Blank Using LR/RL LSTMs With Spatial-Temporal Attentions ICCV 2017
Semi Supervised Semantic Segmentation Using Generative Adversarial Network ICCV 2017
Tube Convolutional Neural Network (T-CNN) for Action Detection in Videos ICCV 2017
Cross-View Image Matching for Geo-Localization in Urban Environments CVPR 2017
Deep Learning Human Mind for Automated Visual Classification CVPR 2017
Improving Facial Attribute Prediction Using Semantic Segmentation CVPR 2017
What If We Do Not Have Multiple Videos of the Same Action? -- Video Action Localization Using Web Images CVPR 2016
Fast Zero-Shot Image Tagging CVPR 2016
Scene Labeling Using Sparse Precision Matrix CVPR 2016
Predicting the Where and What of Actors and Actions Through Online Action Localization CVPR 2016
Target Identity-Aware Network Flow for Online Multiple Target Tracking CVPR 2015
GMMCP Tracker: Globally Optimal Generalized Maximum Multi Clique Problem for Multiple Object Tracking CVPR 2015
Action Localization in Videos Through Context Walk ICCV 2015
Human Pose Estimation in Videos ICCV 2015
Geo-Semantic Segmentation CVPR 2015
Video Classification using Semantic Concept Co-occurrences CVPR 2014
NMF-KNN: Image Annotation using Weighted Multi-view Non-negative Matrix Factorization CVPR 2014
Who Do I Look Like? Determining Parent-Offspring Resemblance via Gated Autoencoders CVPR 2014
Recognition of Complex Events: Exploiting Temporal Dynamics between Underlying Concepts CVPR 2014
Improving Semantic Concept Detection through the Dictionary of Visually-distinct Elements CVPR 2014
GPS-Tag Refinement using Random Walks with an Adaptive Damping Factor CVPR 2014
Face Recognition in Movie Trailers via Mean Sequence Sparse Representation-Based Classification CVPR 2013
Spatiotemporal Deformable Part Models for Action Detection CVPR 2013
Multi-source Multi-scale Counting in Extremely Dense Crowd Images CVPR 2013
Video Object Segmentation through Spatially Accurate and Temporally Dense Extraction of Primary Object Regions CVPR 2013
Improving an Object Detector and Extracting Regions Using Superpixels CVPR 2013
Semi-supervised Learning of Feature Hierarchies for Object Detection in a Video CVPR 2013