← Authors

Larry S. Davis

81 papers · 2008–2025 · 7 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (7) πŸ—ΊοΈ Taxonomy Completionist (117) 🌈 Renaissance Researcher (10) 🐝 Cross-Pollinator (12) πŸŒ‰ Interdisciplinary Bridge πŸƒ Academic Marathon (17) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌟 Keyword Trendsetter Combo (12) 🏠 Conference Loyalist (41) 🀝 Dynamic Duo (14) 🌱 Topic Pioneer πŸ”¬ Deep Specialist (21) 🧬 Topic Evolution πŸ† Keyword Champion (4) ⚑ Prolific Year (17) πŸ’Ž Century Club (81) ❓ The Questioner πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (13) πŸš€ Conference Pioneer πŸ—ƒοΈ Keyword Collector (368)

Conferences

CVPR (41) ICCV (24) ECCV (6) NIPS (6) AAAI (2) ICLR (1) WACV (1)

Top co-authors

Zuxuan Wu (14) Vlad I. Morariu (11) Abhinav Shrivastava (10) Bharat Singh (9) Ruichi Yu (8) Mahyar Najibi (8) Xintong Han (7) Ang Li (7) Mingfei Gao (7) Tom Goldstein (5)

Research topics

Core AI (1)

Keywords

convolutional neural network (14) object detection (13) efficient computing (5) video recognition (5) image generation (5) video classification (4) reinforcement learning (4) generative adversarial network (4) computational efficiency (4) image classification (4) video understanding (4) semi-supervised learning (4) neural network (4) representation learning (3) model compression (3) policy gradient (3) generative model (3) attention mechanism (3) feature embedding (3) fine-grained classification (3)

Papers

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 Β­ 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