Bernard Ghanem

146 papers · 2013–2026 · 15 conferences · across top CS/AI conferences

Achievements

🗺️ Taxonomy Completionist (16) 🐝 Cross-Pollinator (11) 🐣 Hot Topic Early Bird 🏃 Academic Marathon (12) 🌍 Conference Polyglot (14) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌟 Keyword Trendsetter Combo (3) 🏠 Conference Loyalist (52) 👑 Triple Crown 🏆 Grand Slam 🔬 Deep Specialist (21) 🏆 Keyword Champion (2) 🤝 Dynamic Duo (22) 👥 Mega-Team (100) 💎 Century Club (144) 📈 Trend Setter 🚀 Conference Pioneer ⚡ Prolific Year (29) 🔥 Unstoppable (11) ❓ The Questioner (7) 🗃️ Keyword Collector (571)

Conferences

CVPR (52) ICCV (31) ECCV (18) NIPS (11) AAAI (9) ICLR (7) WACV (4) EMNLP (3) ICML (3) EACL (2) RSS (2) ACL (1) CORL (1) MICCAI (1) UAI (1)

Top co-authors

Adel Bibi (22) Chen Zhao (17) Silvio Giancola (14) Ali Thabet (14) Bing Li (14) Motasem Alfarra (13) Guohao Li (11) Fabian Caba Heilbron (11) Guocheng Qian (10) Abdullah Hamdi (10)

Research topics

Privacy (2) Computer Vision (1)

Keywords

video understanding (13) continual learning (8) point cloud (7) action recognition (7) semantic segmentation (6) large language model (6) neural network (6) generative adversarial network (5) object detection (5) sparse representation (5) 3d reconstruction (5) autonomous driving (5) diffusion model (5) online learning (4) transfer learning (4) catastrophic forgetting (4) image generation (4) video generation (4) adversarial attack (4) multimodal learning (4)

Papers

AraLingBench: A Human-Annotated Benchmark for Evaluating Arabic Linguistic Capabilities of Large Language Models EACL 2026

Hala Technical Report Building Arabic-Centric Instruction & Translation Models at Scale EACL 2026

MOLE: Metadata Extraction and Validation in Scientific Papers Using LLMs EMNLP 2025

Test-Time Adaptation for Combating Missing Modalities in Egocentric Videos ICLR 2025

Adaptive Guidance: Training-free Acceleration of Conditional Diffusion Models AAAI 2025

CRAB: Cross-environment Agent Benchmark for Multimodal Language Model Agents ACL 2025

RMP-SAM: Towards Real-Time Multi-Purpose Segment Anything ICLR 2025

HAMSt3R: Human-Aware Multi-view Stereo 3D Reconstruction ICCV 2025

SMILE: Infusing Spatial and Motion Semantics in Masked Video Learning CVPR 2025

Enhancing Online Continual Learning with Plug-and-Play State Space Model and Class-Conditional Mixture of Discretization CVPR 2025

BOLT: Boost Large Vision-Language Model Without Training for Long-form Video Understanding CVPR 2025

3D Convex Splatting: Radiance Field Rendering with 3D Smooth Convexes CVPR 2025

UnMix-NeRF: Spectral Unmixing Meets Neural Radiance Fields ICCV 2025

Diffusion-Based Imaginative Coordination for Bimanual Manipulation ICCV 2025

4D-Bench: Benchmarking Multi-modal Large Language Models for 4D Object Understanding ICCV 2025

SynFER: Towards Boosting Facial Expression Recognition with Synthetic Data ICCV 2025

ResidualViT for Efficient Temporally Dense Video Encoding ICCV 2025

MatchDiffusion: Training-free Generation of Match-Cuts ICCV 2025

Model Merging and Safety Alignment: One Bad Model Spoils the Bunch EMNLP 2024

GenView: Enhancing View Quality with Pretrained Generative Model for Self-Supervised Learning ECCV 2024

On Pretraining Data Diversity for Self-Supervised Learning ECCV 2024

Efficient Image Pre-Training with Siamese Cropped Masked Autoencoders ECCV 2024

ColorMAE: Exploring data-independent masking strategies in Masked AutoEncoders ECCV 2024

TrackNeRF: Bundle Adjusting NeRF from Sparse and Noisy Views via Feature Tracks ECCV 2024

DATENeRF: Depth-Aware Text-based Editing of NeRFs ECCV 2024

End-to-End Temporal Action Detection with 1B Parameters Across 1000 Frames CVPR 2024

GES : Generalized Exponential Splatting for Efficient Radiance Field Rendering CVPR 2024

Towards Automated Movie Trailer Generation CVPR 2024

Dr2Net: Dynamic Reversible Dual-Residual Networks for Memory-Efficient Finetuning CVPR 2024

Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives CVPR 2024

Tune-An-Ellipse: CLIP Has Potential to Find What You Want CVPR 2024

SPAD: Spatially Aware Multi-View Diffusers CVPR 2024

Privacy-Preserving Optics for Enhancing Protection in Face De-Identification CVPR 2024

Active Learning for Single-Stage Object Detection in UAV Images WACV 2024

SplitNeRF: Split Sum Approximation Neural Field for Joint Geometry, Illumination, and Material Estimation NIPS 2024

Can Large Language Model Agents Simulate Human Trust Behavior? NIPS 2024

Vivid-ZOO: Multi-View Video Generation with Diffusion Model NIPS 2024

CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for Task-Aware Parameter-Efficient Fine-tuning NIPS 2024

Learning to Read Analog Gauges from Synthetic Data WACV 2024

FedMedICL: Towards Holistic Evaluation of Distribution Shifts in Federated Medical Imaging MICCAI 2024

Towards Interpretable Deep Local Learning with Successive Gradient Reconciliation ICML 2024

Evaluation of Test-Time Adaptation Under Computational Time Constraints ICML 2024

Continual Learning on a Diet: Learning from Sparsely Labeled Streams Under Constrained Computation ICLR 2024

StyleAvatar: Stylizing Animatable Head Avatars WACV 2024

SimCS: Simulation for Domain Incremental Online Continual Segmentation AAAI 2024

Magic123: One Image to High-Quality 3D Object Generation Using Both 2D and 3D Diffusion Priors ICLR 2024

Boundary Denoising for Video Activity Localization ICLR 2024

Voint Cloud: Multi-View Point Cloud Representation for 3D Understanding ICLR 2023

Dynamically Masked Discriminator for GANs NIPS 2023

CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society NIPS 2023

Combating Mode Collapse via Offline Manifold Entropy Estimation AAAI 2023

Large-Capacity and Flexible Video Steganography via Invertible Neural Network CVPR 2023

Real-Time Evaluation in Online Continual Learning: A New Hope CVPR 2023

NewsNet: A Novel Dataset for Hierarchical Temporal Segmentation CVPR 2023

PIVOT: Prompting for Video Continual Learning CVPR 2023

AdaptiveMix: Improving GAN Training via Feature Space Shrinkage CVPR 2023

Computationally Budgeted Continual Learning: What Does Matter? CVPR 2023

Re2TAL: Rewiring Pretrained Video Backbones for Reversible Temporal Action Localization CVPR 2023

Where Is My Wallet? Modeling Object Proposal Sets for Egocentric Visual Query Localization CVPR 2023

Exploring Open-Vocabulary Semantic Segmentation from CLIP Vision Encoder Distillation Only ICCV 2023

EgoLoc: Revisiting 3D Object Localization from Egocentric Videos with Visual Queries ICCV 2023

Localizing Moments in Long Video Via Multimodal Guidance ICCV 2023

Automatic Animation of Hair Blowing in Still Portrait Photos ICCV 2023

Learning to Identify Critical States for Reinforcement Learning from Videos ICCV 2023

A Unified Continual Learning Framework with General Parameter-Efficient Tuning ICCV 2023

Re-ReND: Real-Time Rendering of NeRFs across Devices ICCV 2023

Rapid Adaptation in Online Continual Learning: Are We Evaluating It Right? ICCV 2023

FreeDoM: Training-Free Energy-Guided Conditional Diffusion Model ICCV 2023

How To Not Train Your Dragon: Training-free Embodied Object Goal Navigation with Semantic Frontiers RSS 2023

Real-Time Hyperspectral Imaging in Hardware via Trained Metasurface Encoders CVPR 2022

Spatio-Temporal Relation Modeling for Few-Shot Action Recognition CVPR 2022

vCLIMB: A Novel Video Class Incremental Learning Benchmark CVPR 2022

Ego4D: Around the World in 3,000 Hours of Egocentric Video CVPR 2022

Egocentric Video-Language Pretraining NIPS 2022

PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies NIPS 2022

3DeformRS: Certifying Spatial Deformations on Point Clouds CVPR 2022

SCTN: Sparse Convolution-Transformer Network for Scene Flow Estimation AAAI 2022

Data dependent randomized smoothing UAI 2022

Combating Adversaries with Anti-adversaries AAAI 2022

DeformRS: Certifying Input Deformations with Randomized Smoothing AAAI 2022

MAD: A Scalable Dataset for Language Grounding in Videos From Movie Audio Descriptions CVPR 2022

Robust Optimization As Data Augmentation for Large-Scale Graphs CVPR 2022

MovieCuts: A New Dataset and Benchmark for Cut Type Recognition ECCV 2022

On the Robustness of Quality Measures for GANs ECCV 2022

R-DFCIL: Relation-Guided Representation Learning for Data-Free Class Incremental Learning ECCV 2022

End-to-End Active Speaker Detection ECCV 2022

High Quality Disparity Remapping With Two-Stage Warping ICCV 2021

MAAS: Multi-Modal Assignation for Active Speaker Detection ICCV 2021

MVTN: Multi-View Transformation Network for 3D Shape Recognition ICCV 2021

Video Self-Stitching Graph Network for Temporal Action Localization ICCV 2021

Training Graph Neural Networks with 1000 Layers ICML 2021

PU-GCN: Point Cloud Upsampling Using Graph Convolutional Networks CVPR 2021

ASSANet: An Anisotropic Separable Set Abstraction for Efficient Point Cloud Representation Learning NIPS 2021

Relation-aware Video Reading Comprehension for Temporal Language Grounding EMNLP 2021

RefineLoc: Iterative Refinement for Weakly-Supervised Action Localization WACV 2021

Low-Fidelity Video Encoder Optimization for Temporal Action Localization NIPS 2021

Learning To Cut by Watching Movies ICCV 2021

Boundary-Sensitive Pre-Training for Temporal Localization in Videos ICCV 2021

G-TAD: Sub-Graph Localization for Temporal Action Detection CVPR 2020

SGAS: Sequential Greedy Architecture Search CVPR 2020

Gabor Layers Enhance Network Robustness ECCV 2020

AdvPC: Transferable Adversarial Perturbations on 3D Point Clouds ECCV 2020

Self-Supervised Learning by Cross-Modal Audio-Video Clustering NIPS 2020

SADA: Semantic Adversarial Diagnostic Attacks for Autonomous Applications AAAI 2020

A Stochastic Derivative-Free Optimization Method with Importance Sampling: Theory and Learning to Control AAAI 2020

Active Speakers in Context CVPR 2020

A Context-Aware Loss Function for Action Spotting in Soccer Videos CVPR 2020

DeepGCNs: Can GCNs Go As Deep As CNNs? ICCV 2019

Deep Layers as Stochastic Solvers ICLR 2019

Leveraging Shape Completion for 3D Siamese Tracking CVPR 2019

A Novel Framework for Robustness Analysis of Visual QA Models AAAI 2019

OIL: Observational Imitation Learning RSS 2019

3D Instance Segmentation via Multi-Task Metric Learning ICCV 2019

Driving Policy Transfer via Modularity and Abstraction CORL 2018

SOD-MTGAN: Small Object Detection via Multi-Task Generative Adversarial Network ECCV 2018

What do I Annotate Next? An Empirical Study of Active Learning for Action Localization ECCV 2018

Analytic Expressions for Probabilistic Moments of PL-DNN With Gaussian Input CVPR 2018

TrackingNet: A Large-Scale Dataset and Benchmark for Object Tracking in the Wild ECCV 2018

Face Super-resolution Guided by Facial Component Heatmaps ECCV 2018

Action Search: Spotting Actions in Videos and Its Application to Temporal Action Localization ECCV 2018

Tagging Like Humans: Diverse and Distinct Image Annotation CVPR 2018

Finding Tiny Faces in the Wild With Generative Adversarial Network CVPR 2018

W2F: A Weakly-Supervised to Fully-Supervised Framework for Object Detection CVPR 2018

ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing CVPR 2018

Diagnosing Error in Temporal Action Detectors ECCV 2018

High Order Tensor Formulation for Convolutional Sparse Coding ICCV 2017

SCC: Semantic Context Cascade for Efficient Action Detection CVPR 2017

FFTLasso: Large-Scale LASSO in the Fourier Domain CVPR 2017

Diverse Image Annotation CVPR 2017

SST: Single-Stream Temporal Action Proposals CVPR 2017

A Matrix Splitting Method for Composite Function Minimization CVPR 2017

Context-Aware Correlation Filter Tracking CVPR 2017

2D-Driven 3D Object Detection in RGB-D Images ICCV 2017

Constrained Convolutional Sparse Coding for Parametric Based Reconstruction of Line Drawings ICCV 2017

3D Part-Based Sparse Tracker With Automatic Synchronization and Registration CVPR 2016

Fast Temporal Activity Proposals for Efficient Detection of Human Actions in Untrimmed Videos CVPR 2016

In Defense of Sparse Tracking: Circulant Sparse Tracker CVPR 2016

On the Relationship Between Visual Attributes and Convolutional Networks CVPR 2015

Robust Manhattan Frame Estimation From a Single RGB-D Image CVPR 2015

L0TV: A New Method for Image Restoration in the Presence of Impulse Noise CVPR 2015

ActivityNet: A Large-Scale Video Benchmark for Human Activity Understanding CVPR 2015

Intrinsic Scene Decomposition From RGB-D images ICCV 2015

What Makes an Object Memorable? ICCV 2015

ML-MG: Multi-Label Learning With Missing Labels Using a Mixed Graph ICCV 2015

Structural Sparse Tracking CVPR 2015

Low-Rank Sparse Coding for Image Classification ICCV 2013