Raja Giryes

CARES: Context-Aware Resolution Selector for VLMs ACL 2026 ConlangCrafter: Constructing Languages with a Multi-Hop LLM Pipeline ACL 2026 Bridging the Visual Gap: Fine-Tuning Multimodal Models with Knowledge-Adapted Captions NAACL 2025 DeciMamba: Exploring the Length Extrapolation Potential of Mamba ICLR 2025 LiveXiv - A Multi-Modal live benchmark based on Arxiv papers content ICLR 2025 Mamba Knockout for Unraveling Factual Information Flow ACL 2025 Performance Gap in Entity Knowledge Extraction Across Modalities in Vision Language Models ACL 2025 Teaching VLMs to Localize Specific Objects from In-context Examples ICCV 2025 How do Transformers Perform In-Context Autoregressive Learning ? ICML 2024 ICC : Quantifying Image Caption Concreteness for Multimodal Dataset Curation ACL 2024 Implicit Bias of Policy Gradient in Linear Quadratic Control: Extrapolation to Unseen Initial States ICML 2024 Membership Inference Attack Using Self Influence Functions WACV 2024 Mitigating Open-Vocabulary Caption Hallucinations EMNLP 2024 Provable Benefits of Complex Parameterizations for Structured State Space Models NeurIPS 2024 Simple Post-Training Robustness Using Test Time Augmentations and Random Forest WACV 2024 TriNeRFLet: A Wavelet Based Triplane NeRF Representation ECCV 2024 UDPM: Upsampling Diffusion Probabilistic Models NeurIPS 2024 Video Polyp Segmentation using Implicit Networks MIDL 2024 Dense and Aligned Captions (DAC) Promote Compositional Reasoning in VL Models NeurIPS 2023 Latent-NeRF for Shape-Guided Generation of 3D Shapes and Textures CVPR 2023 Learning Low Dimensional State Spaces with Overparameterized Recurrent Neural Nets ICLR 2023 Neural (Tangent Kernel) Collapse NeurIPS 2023 Teaching Structured Vision & Language Concepts to Vision & Language Models CVPR 2023 A Spectral Perspective of DNN Robustness to Label Noise AISTATS 2022 FLEX: Extrinsic Parameters-Free Multi-View 3D Human Motion Reconstruction ECCV 2022 Image Restoration by Deep Projected GSURE WACV 2022 Unsupervised Domain Generalization by Learning a Bridge Across Domains CVPR 2022 Detector-Free Weakly Supervised Grounding by Separation ICCV 2021 Fine-Grained Angular Contrastive Learning With Coarse Labels CVPR 2021 SAPE: Spatially-Adaptive Progressive Encoding for Neural Optimization NeurIPS 2021 StarNet: towards Weakly Supervised Few-Shot Object Detection AAAI 2021 ASAP: Architecture Search, Anneal and Prune AISTATS 2020 Correction Filter for Single Image Super-Resolution: Robustifying Off-the-Shelf Deep Super-Resolvers CVPR 2020 Detecting Adversarial Samples Using Influence Functions and Nearest Neighbors CVPR 2020 Image-Adaptive GAN Based Reconstruction AAAI 2020 Low Resource Sequence Tagging using Sentence Reconstruction ACL 2020 PointGMM: A Neural GMM Network for Point Clouds CVPR 2020 Supervised and Unsupervised Learning of Parameterized Color Enhancement WACV 2020 TAFSSL: Task-Adaptive Feature Sub-Space Learning for few-shot classification ECCV 2020 Blind Visual Motif Removal From a Single Image CVPR 2019 LaSO: Label-Set Operations Networks for Multi-Label Few-Shot Learning CVPR 2019 RepMet: Representative-Based Metric Learning for Classification and Few-Shot Object Detection CVPR 2019 Delta-encoder: an effective sample synthesis method for few-shot object recognition NeurIPS 2018 Improving DNN Robustness to Adversarial Attacks using Jacobian Regularization ECCV 2018 Generalization Error of Invariant Classifiers AISTATS 2017