← Authors

Lorenzo Torresani

60 papers · 2006–2026 · 9 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🌍 Conference Polyglot (9) 🌈 Renaissance Researcher (8) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (10) πŸŒ‰ Interdisciplinary Bridge πŸƒ Academic Marathon (20) πŸ—ΊοΈ Taxonomy Completionist (11) 🏠 Conference Loyalist (25) 🌟 Keyword Trendsetter Combo (9) 🀝 Dynamic Duo (19) 🌱 Topic Pioneer πŸ† Keyword Champion πŸ‘₯ Mega-Team (100) πŸ”¬ Deep Specialist (19) 🧬 Topic Evolution ❓ The Questioner πŸš€ Conference Pioneer ⚑ Prolific Year (7) πŸ—ƒοΈ Keyword Collector (267) πŸ’Ž Century Club (60) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (12)

Conferences

CVPR (25) NIPS (12) ICCV (9) ECCV (4) WACV (4) AISTATS (2) ICML (2) AAAI (1) EMNLP (1)

Top co-authors

Gedas Bertasius (19) Du Tran (13) Jianbo Shi (9) Huiyu Wang (8) Tushar Nagarajan (8) Kristen Grauman (6) Matt Feiszli (6) Heng Wang (6) Yale Song (5) Manohar Paluri (5)

Research topics

Core AI (1)

Keywords

video understanding (25) action recognition (14) multimodal learning (9) video classification (7) egocentric video (6) temporal modeling (4) convolutional neural network (4) image classification (4) instructional video (4) semantic segmentation (3) zero-shot learning (3) video question answering (3) temporal localization (3) activity recognition (3) contrastive learning (3) video captioning (3) transfer learning (3) self-supervised learning (3) multi-modal learning (3) 3d convolutional network (3)

Papers

TimeRefine: Temporal Grounding with Time Refining Video LLM WACV 2026
BIMBA: Selective-Scan Compression for Long-Range Video Question Answering CVPR 2025
VITED: Video Temporal Evidence Distillation CVPR 2025
Enrich and Detect: Video Temporal Grounding with Multimodal LLMs ICCV 2025
Learning to Segment Referred Objects from Narrated Egocentric Videos CVPR 2024
4Diff: 3D-Aware Diffusion Model for Third-to-First Viewpoint Translation ECCV 2024
Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives CVPR 2024
UNICORN: A Unified Causal Video-Oriented Language-Modeling Framework for Temporal Video-Language Tasks EMNLP 2024
Video ReCap: Recursive Captioning of Hour-Long Videos CVPR 2024
Step Differences in Instructional Video CVPR 2024
Egocentric Video Task Translation CVPR 2023
HierVL: Learning Hierarchical Video-Language Embeddings CVPR 2023
Ego-Only: Egocentric Action Detection without Exocentric Transferring ICCV 2023
Learning to Ground Instructional Articles in Videos through Narrations ICCV 2023
Ego4D Goal-Step: Toward Hierarchical Understanding of Procedural Activities NIPS 2023
HT-Step: Aligning Instructional Articles with How-To Videos NIPS 2023
Relational Space-Time Query in Long-Form Videos CVPR 2023
Ego4D: Around the World in 3,000 Hours of Egocentric Video CVPR 2022
Label Hallucination for Few-Shot Classification AAAI 2022
Long-Short Temporal Contrastive Learning of Video Transformers CVPR 2022
Learning To Recognize Procedural Activities With Distant Supervision CVPR 2022
Deformable Video Transformer CVPR 2022
Beyond Short Clips: End-to-End Video-Level Learning With Collaborative Memories CVPR 2021
Supervoxel Attention Graphs for Long-Range Video Modeling WACV 2021
Slot Machines: Discovering Winning Combinations of Random Weights in Neural Networks ICML 2021
Vx2Text: End-to-End Learning of Video-Based Text Generation From Multimodal Inputs CVPR 2021
Is Space-Time Attention All You Need for Video Understanding? ICML 2021
Learn Like a Pathologist: Curriculum Learning by Annotator Agreement for Histopathology Image Classification WACV 2021
Only Time Can Tell: Discovering Temporal Data for Temporal Modeling WACV 2021
Classifying, Segmenting, and Tracking Object Instances in Video with Mask Propagation CVPR 2020
Video Modeling With Correlation Networks CVPR 2020
Stein Variational Inference for Discrete Distributions AISTATS 2020
COBE: Contextualized Object Embeddings from Narrated Instructional Video NIPS 2020
Self-Supervised Learning by Cross-Modal Audio-Video Clustering NIPS 2020
Listen to Look: Action Recognition by Previewing Audio CVPR 2020
STAR-Caps: Capsule Networks with Straight-Through Attentive Routing NIPS 2019
Video Classification With Channel-Separated Convolutional Networks ICCV 2019
DistInit: Learning Video Representations Without a Single Labeled Video ICCV 2019
Learning Temporal Pose Estimation from Sparsely-Labeled Videos NIPS 2019
HACS: Human Action Clips and Segments Dataset for Recognition and Temporal Localization ICCV 2019
SCSampler: Sampling Salient Clips From Video for Efficient Action Recognition ICCV 2019
What Makes a Video a Video: Analyzing Temporal Information in Video Understanding Models and Datasets CVPR 2018
Object Detection in Video with Spatiotemporal Sampling Networks ECCV 2018
MaskConnect: Connectivity Learning by Gradient Descent ECCV 2018
Scenes-Objects-Actions: A Multi-Task, Multi-Label Video Dataset ECCV 2018
Cooperative Learning of Audio and Video Models from Self-Supervised Synchronization NIPS 2018
Detect-and-Track: Efficient Pose Estimation in Videos CVPR 2018
A Closer Look at Spatiotemporal Convolutions for Action Recognition CVPR 2018
Learning to Inpaint for Image Compression NIPS 2017
Convolutional Random Walk Networks for Semantic Image Segmentation CVPR 2017
Local Perturb-and-MAP for Structured Prediction AISTATS 2017
Semantic Segmentation With Boundary Neural Fields CVPR 2016
Learning Spatiotemporal Features With 3D Convolutional Networks ICCV 2015
High-for-Low and Low-for-High: Efficient Boundary Detection From Deep Object Features and its Applications to High-Level Vision ICCV 2015
DeepEdge: A Multi-Scale Bifurcated Deep Network for Top-Down Contour Detection CVPR 2015
Leveraging Structure from Motion to Learn Discriminative Codebooks for Scalable Landmark Classification CVPR 2013
PiCoDes: Learning a Compact Code for Novel-Category Recognition NIPS 2011
Exploiting weakly-labeled Web images to improve object classification: a domain adaptation approach NIPS 2010
Large Margin Component Analysis NIPS 2006
Learning Motion Style Synthesis from Perceptual Observations NIPS 2006