← Authors

Ivan Laptev

64 papers · 2011–2025 · 9 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (9) 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (93) 🐝 Cross-Pollinator (7) 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge πŸƒ Academic Marathon (14) 🧭 Keyword Pioneer 🌟 Keyword Trendsetter Combo (4) 🏠 Conference Loyalist (28) 🀝 Dynamic Duo (30) πŸ† Keyword Champion πŸ‘₯ Mega-Team (69) πŸ”¬ Deep Specialist (12) πŸš€ Conference Pioneer πŸ’Ž Century Club (64) πŸ“ˆ Trend Setter ⚑ Prolific Year (7) πŸ—ƒοΈ Keyword Collector (290) πŸ”₯ Unstoppable (13) ❓ The Questioner

Conferences

CVPR (28) ICCV (14) NIPS (9) CORL (4) ECCV (4) ACL (2) EMNLP (1) ICML (1) L4DC (1)

Top co-authors

Cordelia Schmid (30) Josef Sivic (25) Jean-Baptiste Alayrac (10) Shizhe Chen (9) Antoine Miech (9) Makarand Tapaswi (8) Pierre-Louis Guhur (6) Antoine Yang (5) Piotr Bojanowski (5) Ricardo Garcia Pinel (3)

Keywords

video understanding (9) multimodal learning (8) action recognition (8) weakly supervised learning (6) object detection (5) self-supervised learning (5) convolutional neural network (5) 3d reconstruction (5) robotic manipulation (4) zero-shot learning (4) depth estimation (3) instructional video (3) large multimodal model (3) video segmentation (3) differentiable rendering (3) semantic segmentation (3) action localization (3) hand pose estimation (3) video question answering (3) multimodal transformer (3)

Papers

All Languages Matter: Evaluating LMMs on Culturally Diverse 100 Languages CVPR 2025
LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs ACL 2025
RoomTour3D: Geometry-Aware Video-Instruction Tuning for Embodied Navigation CVPR 2025
A Culturally-diverse Multilingual Multimodal Video Benchmark & Model EMNLP 2025
ShowHowTo: Generating Scene-Conditioned Step-by-Step Visual Instructions CVPR 2025
Learning Feasible Transitions for Efficient Contact Planning L4DC 2025
ScanEdit: Hierarchically-Guided Functional 3D Scan Editing ICCV 2025
SUGAR: Pre-training 3D Visual Representations for Robotics CVPR 2024
PairDETR : Joint Detection and Association of Human Bodies and Faces CVPR 2024
Mitigating Object Hallucination via Concentric Causal Attention NIPS 2024
GenHowTo: Learning to Generate Actions and State Transformations from Instructional Videos CVPR 2024
Vid2Seq: Large-Scale Pretraining of a Visual Language Model for Dense Video Captioning CVPR 2023
PolarNet: 3D Point Clouds for Language-Guided Robotic Manipulation CORL 2023
Tackling Ambiguity with Images: Improved Multimodal Machine Translation and Contrastive Evaluation ACL 2023
gSDF: Geometry-Driven Signed Distance Functions for 3D Hand-Object Reconstruction CVPR 2023
VidChapters-7M: Video Chapters at Scale NIPS 2023
Look for the Change: Learning Object States and State-Modifying Actions From Untrimmed Web Videos CVPR 2022
Zero-Shot Video Question Answering via Frozen Bidirectional Language Models NIPS 2022
Language Conditioned Spatial Relation Reasoning for 3D Object Grounding NIPS 2022
Instruction-driven history-aware policies for robotic manipulations CORL 2022
Think Global, Act Local: Dual-Scale Graph Transformer for Vision-and-Language Navigation CVPR 2022
TubeDETR: Spatio-Temporal Video Grounding With Transformers CVPR 2022
AlignSDF: Pose-Aligned Signed Distance Fields for Hand-Object Reconstruction ECCV 2022
Learning from Unlabeled 3D Environments for Vision-and-Language Navigation ECCV 2022
Differentiable rendering with perturbed optimizers NIPS 2021
Thinking Fast and Slow: Efficient Text-to-Visual Retrieval With Transformers CVPR 2021
Segmenter: Transformer for Semantic Segmentation ICCV 2021
Airbert: In-Domain Pretraining for Vision-and-Language Navigation ICCV 2021
History Aware Multimodal Transformer for Vision-and-Language Navigation NIPS 2021
Just Ask: Learning To Answer Questions From Millions of Narrated Videos ICCV 2021
XCiT: Cross-Covariance Image Transformers NIPS 2021
Goal-Conditioned Reinforcement Learning with Imagined Subgoals ICML 2021
Learning Obstacle Representations for Neural Motion Planning CORL 2020
Learning Object Manipulation Skills via Approximate State Estimation from Real Videos CORL 2020
Leveraging Photometric Consistency Over Time for Sparsely Supervised Hand-Object Reconstruction CVPR 2020
Action Modifiers: Learning From Adverbs in Instructional Videos CVPR 2020
End-to-End Learning of Visual Representations From Uncurated Instructional Videos CVPR 2020
Learning Interactions and Relationships Between Movie Characters CVPR 2020
Learning Actionness via Long-range Temporal Order Verification ECCV 2020
Deep Metric Learning Beyond Binary Supervision CVPR 2019
Estimating 3D Motion and Forces of Person-Object Interactions From Monocular Video CVPR 2019
Learning Joint Reconstruction of Hands and Manipulated Objects CVPR 2019
Detecting Unseen Visual Relations Using Analogies ICCV 2019
HowTo100M: Learning a Text-Video Embedding by Watching Hundred Million Narrated Video Clips ICCV 2019
Cross-Task Weakly Supervised Learning From Instructional Videos CVPR 2019
BodyNet: Volumetric Inference of 3D Human Body Shapes ECCV 2018
A flexible model for training action localization with varying levels of supervision NIPS 2018
Learning From Synthetic Humans CVPR 2017
Weakly-Supervised Learning of Visual Relations ICCV 2017
Learning From Video and Text via Large-Scale Discriminative Clustering ICCV 2017
Joint Discovery of Object States and Manipulation Actions ICCV 2017
Instance-Level Video Segmentation From Object Tracks CVPR 2016
Thin-Slicing for Pose: Learning to Understand Pose Without Explicit Pose Estimation CVPR 2016
Unsupervised Learning From Narrated Instruction Videos CVPR 2016
Is Object Localization for Free? - Weakly-Supervised Learning With Convolutional Neural Networks CVPR 2015
On Pairwise Costs for Network Flow Multi-Object Tracking CVPR 2015
Context-Aware CNNs for Person Head Detection ICCV 2015
Unsupervised Object Discovery and Tracking in Video Collections ICCV 2015
P-CNN: Pose-Based CNN Features for Action Recognition ICCV 2015
Weakly-Supervised Alignment of Video With Text ICCV 2015
Learning and Transferring Mid-Level Image Representations using Convolutional Neural Networks CVPR 2014
Efficient Feature Extraction, Encoding and Classification for Action Recognition CVPR 2014
Pose Estimation and Segmentation of People in 3D Movies ICCV 2013
Learning person-object interactions for action recognition in still images NIPS 2011