Bernard Ghanem

Multimodal Safety Evaluation in Generative Agent Social Simulations ACL 2026 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 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 HAMSt3R: Human-Aware Multi-view Stereo 3D Reconstruction ICCV 2025 Test-Time Adaptation for Combating Missing Modalities in Egocentric Videos ICLR 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 ResidualViT for Efficient Temporally Dense Video Encoding ICCV 2025 SynFER: Towards Boosting Facial Expression Recognition with Synthetic Data ICCV 2025 MatchDiffusion: Training-free Generation of Match-Cuts ICCV 2025 MOLE: Metadata Extraction and Validation in Scientific Papers Using LLMs EMNLP 2025 RMP-SAM: Towards Real-Time Multi-Purpose Segment Anything ICLR 2025 SMILE: Infusing Spatial and Motion Semantics in Masked Video Learning CVPR 2025 Adaptive Guidance: Training-free Acceleration of Conditional Diffusion Models AAAI 2025 CRAB: Cross-environment Agent Benchmark for Multimodal Language Model Agents ACL 2025 Boundary Denoising for Video Activity Localization ICLR 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 SimCS: Simulation for Domain Incremental Online Continual Segmentation AAAI 2024 Privacy-Preserving Optics for Enhancing Protection in Face De-Identification CVPR 2024 SPAD: Spatially Aware Multi-View Diffusers CVPR 2024 Tune-An-Ellipse: CLIP Has Potential to Find What You Want 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 Towards Automated Movie Trailer Generation CVPR 2024 GES : Generalized Exponential Splatting for Efficient Radiance Field Rendering CVPR 2024 End-to-End Temporal Action Detection with 1B Parameters Across 1000 Frames CVPR 2024 DATENeRF: Depth-Aware Text-based Editing of NeRFs ECCV 2024 TrackNeRF: Bundle Adjusting NeRF from Sparse and Noisy Views via Feature Tracks ECCV 2024 ColorMAE: Exploring data-independent masking strategies in Masked AutoEncoders ECCV 2024 Efficient Image Pre-Training with Siamese Cropped Masked Autoencoders ECCV 2024 On Pretraining Data Diversity for Self-Supervised Learning ECCV 2024 GenView: Enhancing View Quality with Pretrained Generative Model for Self-Supervised Learning ECCV 2024 Model Merging and Safety Alignment: One Bad Model Spoils the Bunch EMNLP 2024 Magic123: One Image to High-Quality 3D Object Generation Using Both 2D and 3D Diffusion Priors ICLR 2024 Continual Learning on a Diet: Learning from Sparsely Labeled Streams Under Constrained Computation ICLR 2024 Evaluation of Test-Time Adaptation Under Computational Time Constraints ICML 2024 Towards Interpretable Deep Local Learning with Successive Gradient Reconciliation ICML 2024 FedMedICL: Towards Holistic Evaluation of Distribution Shifts in Federated Medical Imaging MICCAI 2024 Learning to Read Analog Gauges from Synthetic Data WACV 2024 Active Learning for Single-Stage Object Detection in UAV Images WACV 2024 StyleAvatar: Stylizing Animatable Head Avatars WACV 2024 FreeDoM: Training-Free Energy-Guided Conditional Diffusion Model ICCV 2023 Rapid Adaptation in Online Continual Learning: Are We Evaluating It Right? ICCV 2023 Re-ReND: Real-Time Rendering of NeRFs across Devices ICCV 2023 Combating Mode Collapse via Offline Manifold Entropy Estimation AAAI 2023 A Unified Continual Learning Framework with General Parameter-Efficient Tuning ICCV 2023 Learning to Identify Critical States for Reinforcement Learning from Videos ICCV 2023 Automatic Animation of Hair Blowing in Still Portrait Photos ICCV 2023 Localizing Moments in Long Video Via Multimodal Guidance ICCV 2023 EgoLoc: Revisiting 3D Object Localization from Egocentric Videos with Visual Queries ICCV 2023 Exploring Open-Vocabulary Semantic Segmentation from CLIP Vision Encoder Distillation Only ICCV 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 How To Not Train Your Dragon: Training-free Embodied Object Goal Navigation with Semantic Frontiers RSS 2023 CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society NIPS 2023 Large-Capacity and Flexible Video Steganography via Invertible Neural Network CVPR 2023 Voint Cloud: Multi-View Point Cloud Representation for 3D Understanding ICLR 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 Dynamically Masked Discriminator for GANs NIPS 2023 PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies NIPS 2022 Egocentric Video-Language Pretraining NIPS 2022 vCLIMB: A Novel Video Class Incremental Learning Benchmark CVPR 2022 Spatio-Temporal Relation Modeling for Few-Shot Action Recognition CVPR 2022 Real-Time Hyperspectral Imaging in Hardware via Trained Metasurface Encoders CVPR 2022 Robust Optimization As Data Augmentation for Large-Scale Graphs CVPR 2022 SCTN: Sparse Convolution-Transformer Network for Scene Flow Estimation AAAI 2022 Combating Adversaries with Anti-adversaries AAAI 2022 Data dependent randomized smoothing UAI 2022 MAD: A Scalable Dataset for Language Grounding in Videos From Movie Audio Descriptions CVPR 2022 3DeformRS: Certifying Spatial Deformations on Point Clouds CVPR 2022 DeformRS: Certifying Input Deformations with Randomized Smoothing AAAI 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 Ego4D: Around the World in 3,000 Hours of Egocentric Video CVPR 2022 Learning To Cut by Watching Movies ICCV 2021 RefineLoc: Iterative Refinement for Weakly-Supervised Action Localization WACV 2021 Training Graph Neural Networks with 1000 Layers ICML 2021 ASSANet: An Anisotropic Separable Set Abstraction for Efficient Point Cloud Representation Learning NIPS 2021 Low-Fidelity Video Encoder Optimization for Temporal Action Localization NIPS 2021 Relation-aware Video Reading Comprehension for Temporal Language Grounding EMNLP 2021 Video Self-Stitching Graph Network for Temporal Action Localization ICCV 2021 MVTN: Multi-View Transformation Network for 3D Shape Recognition ICCV 2021 MAAS: Multi-Modal Assignation for Active Speaker Detection ICCV 2021 Boundary-Sensitive Pre-Training for Temporal Localization in Videos ICCV 2021 High Quality Disparity Remapping With Two-Stage Warping ICCV 2021 PU-GCN: Point Cloud Upsampling Using Graph Convolutional Networks CVPR 2021 G-TAD: Sub-Graph Localization for Temporal Action Detection CVPR 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 Gabor Layers Enhance Network Robustness ECCV 2020 SGAS: Sequential Greedy Architecture Search CVPR 2020 A Context-Aware Loss Function for Action Spotting in Soccer Videos CVPR 2020 Active Speakers in Context CVPR 2020 AdvPC: Transferable Adversarial Perturbations on 3D Point Clouds ECCV 2020 Self-Supervised Learning by Cross-Modal Audio-Video Clustering NIPS 2020 3D Instance Segmentation via Multi-Task Metric Learning ICCV 2019 A Novel Framework for Robustness Analysis of Visual QA Models AAAI 2019 OIL: Observational Imitation Learning RSS 2019 Leveraging Shape Completion for 3D Siamese Tracking CVPR 2019 DeepGCNs: Can GCNs Go As Deep As CNNs? ICCV 2019 Deep Layers as Stochastic Solvers ICLR 2019 Tagging Like Humans: Diverse and Distinct Image Annotation CVPR 2018 W2F: A Weakly-Supervised to Fully-Supervised Framework for Object Detection CVPR 2018 Finding Tiny Faces in the Wild With Generative Adversarial Network CVPR 2018 Driving Policy Transfer via Modularity and Abstraction CORL 2018 Diagnosing Error in Temporal Action Detectors 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 TrackingNet: A Large-Scale Dataset and Benchmark for Object Tracking in the Wild ECCV 2018 What do I Annotate Next? An Empirical Study of Active Learning for Action Localization ECCV 2018 SOD-MTGAN: Small Object Detection via Multi-Task Generative Adversarial Network ECCV 2018 Analytic Expressions for Probabilistic Moments of PL-DNN With Gaussian Input CVPR 2018 ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing CVPR 2018 A Matrix Splitting Method for Composite Function Minimization CVPR 2017 Constrained Convolutional Sparse Coding for Parametric Based Reconstruction of Line Drawings ICCV 2017 2D-Driven 3D Object Detection in RGB-D Images ICCV 2017 Context-Aware Correlation Filter Tracking CVPR 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 High Order Tensor Formulation for Convolutional Sparse Coding ICCV 2017 In Defense of Sparse Tracking: Circulant Sparse Tracker CVPR 2016 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 On the Relationship Between Visual Attributes and Convolutional Networks CVPR 2015 ActivityNet: A Large-Scale Video Benchmark for Human Activity Understanding CVPR 2015 Structural Sparse Tracking 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 L0TV: A New Method for Image Restoration in the Presence of Impulse Noise CVPR 2015 Robust Manhattan Frame Estimation From a Single RGB-D Image CVPR 2015 Low-Rank Sparse Coding for Image Classification ICCV 2013