Larry S. Davis

Text2Outfit: Controllable Outfit Generation with Multimodal Language Models ICCV 2025 GRIT: GAN Residuals for Paired Image-to-Image Translation WACV 2024 FlexNeRF: Photorealistic Free-Viewpoint Rendering of Moving Humans From Sparse Views CVPR 2023 Rethinking Pseudo Labels for Semi-supervised Object Detection AAAI 2022 Responsible Disclosure of Generative Models Using Scalable Fingerprinting ICLR 2022 Beyond Short Clips: End-to-End Video-Level Learning With Collaborative Memories CVPR 2021 Learning Graphs for Knowledge Transfer With Limited Labels CVPR 2021 Learned Spatial Representations for Few-Shot Talking-Head Synthesis ICCV 2021 VideoLT: Large-Scale Long-Tailed Video Recognition ICCV 2021 Learning Realistic Human Reposing Using Cyclic Self-Supervision With 3D Shape, Pose, and Appearance Consistency ICCV 2021 Dual Contrastive Loss and Attention for GANs ICCV 2021 DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence From Box Supervision ICCV 2021 LayoutTransformer: Layout Generation and Completion With Self-Attention ICCV 2021 Knowledge Evolution in Neural Networks CVPR 2021 StEP: Style-Based Encoder Pre-Training for Multi-Modal Image Synthesis CVPR 2021 SLADE: A Self-Training Framework for Distance Metric Learning CVPR 2021 2D or not 2D? Adaptive 3D Convolution Selection for Efficient Video Recognition CVPR 2021 The Lottery Ticket Hypothesis for Object Recognition CVPR 2021 Efficient Object Embedding for Spliced Image Retrieval CVPR 2021 SaccadeNet: A Fast and Accurate Object Detector CVPR 2020 Universal Adversarial Training AAAI 2020 Fashion Outfit Complementary Item Retrieval CVPR 2020 Deepstrip: High-Resolution Boundary Refinement CVPR 2020 Consistency-based Semi-supervised Active Learning: Towards Minimizing Labeling Cost ECCV 2020 InfoFocus: 3D Object Detection for Autonomous Driving with Dynamic Information Modeling ECCV 2020 Making an Invisibility Cloak: Real World Adversarial Attacks on Object Detectors ECCV 2020 Learning From Noisy Anchors for One-Stage Object Detection CVPR 2020 DOPS: Learning to Detect 3D Objects and Predict Their 3D Shapes CVPR 2020 Cross-X Learning for Fine-Grained Visual Categorization ICCV 2019 Adversarial training for free! NIPS 2019 LiteEval: A Coarse-to-Fine Framework for Resource Efficient Video Recognition NIPS 2019 STEP: Spatio-Temporal Progressive Learning for Video Action Detection CVPR 2019 Modeling Local Geometric Structure of 3D Point Clouds Using Geo-CNN CVPR 2019 MAN: Moment Alignment Network for Natural Language Moment Retrieval via Iterative Graph Adjustment CVPR 2019 AdaFrame: Adaptive Frame Selection for Fast Video Recognition CVPR 2019 FA-RPN: Floating Region Proposals for Face Detection CVPR 2019 Explicit Bias Discovery in Visual Question Answering Models CVPR 2019 Layout-Induced Video Representation for Recognizing Agent-in-Place Actions ICCV 2019 ACE: Adapting to Changing Environments for Semantic Segmentation ICCV 2019 Deep Residual Learning in the JPEG Transform Domain ICCV 2019 FiNet: Compatible and Diverse Fashion Image Inpainting ICCV 2019 Temporal Recurrent Networks for Online Action Detection ICCV 2019 StartNet: Online Detection of Action Start in Untrimmed Videos ICCV 2019 Attributing Fake Images to GANs: Learning and Analyzing GAN Fingerprints ICCV 2019 AutoFocus: Efficient Multi-Scale Inference ICCV 2019 Dynamic Zoom-In Network for Fast Object Detection in Large Images CVPR 2018 C-WSL: Count-guided Weakly Supervised Localization ECCV 2018 DCAN: Dual Channel-wise Alignment Networks for Unsupervised Scene Adaptation ECCV 2018 Weakly-supervised Video Summarization using Variational Encoder-Decoder and Web Prior ECCV 2018 Learning Rich Features for Image Manipulation Detection CVPR 2018 R-FCN-3000 at 30fps: Decoupling Detection and Classification CVPR 2018 VITON: An Image-Based Virtual Try-On Network CVPR 2018 BlockDrop: Dynamic Inference Paths in Residual Networks CVPR 2018 NISP: Pruning Networks Using Neuron Importance Score Propagation CVPR 2018 SNIPER: Efficient Multi-Scale Training NIPS 2018 An Analysis of Scale Invariance in Object Detection ­ SNIP CVPR 2018 Learning a Discriminative Filter Bank Within a CNN for Fine-Grained Recognition CVPR 2018 FASON: First and Second Order Information Fusion Network for Texture Recognition CVPR 2017 The Amazing Mysteries of the Gutter: Drawing Inferences Between Panels in Comic Book Narratives CVPR 2017 Generalized Deep Image to Image Regression CVPR 2017 Fast-At: Fast Automatic Thumbnail Generation Using Deep Neural Networks CVPR 2017 Generating Holistic 3D Scene Abstractions for Text-Based Image Retrieval CVPR 2017 Automatic Spatially-Aware Fashion Concept Discovery ICCV 2017 Visual Relationship Detection With Internal and External Linguistic Knowledge Distillation ICCV 2017 SSH: Single Stage Headless Face Detector ICCV 2017 Soft-NMS -- Improving Object Detection With One Line of Code ICCV 2017 Temporal Context Network for Activity Localization in Videos ICCV 2017 G-CNN: An Iterative Grid Based Object Detector CVPR 2016 Mining Discriminative Triplets of Patches for Fine-Grained Classification CVPR 2016 Learning Temporal Regularity in Video Sequences CVPR 2016 Selective Encoding for Recognizing Unreliably Localized Faces ICCV 2015 Class Consistent Multi-Modal Fusion With Binary Features CVPR 2015 Selecting Relevant Web Trained Concepts for Automated Event Retrieval ICCV 2015 Multi-Task Learning With Low Rank Attribute Embedding for Person Re-Identification ICCV 2015 A Probabilistic Framework for Multimodal Retrieval using Integrative Indian Buffet Process NIPS 2014 Representing Videos Using Mid-level Discriminative Patches CVPR 2013 Adding Unlabeled Samples to Categories by Learned Attributes CVPR 2013 Learning Structured Low-Rank Representations for Image Classification CVPR 2013 Submodular Salient Region Detection CVPR 2013 Automatic online tuning for fast Gaussian summation NIPS 2008 A ``Shape Aware'' Model for semi-supervised Learning of Objects and its Context NIPS 2008