← Authors

Juan Carlos Niebles

72 papers · 2014–2025 · 14 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (14) πŸƒ Academic Marathon (11) 🐝 Cross-Pollinator (7) 🌈 Renaissance Researcher (8) πŸ—ΊοΈ Taxonomy Completionist (105) 🏠 Conference Loyalist (27) 🧬 Topic Evolution 🀝 Dynamic Duo (20) πŸ† Keyword Champion (4) πŸ† Grand Slam πŸ”¬ Deep Specialist (11) ❓ The Questioner ⚑ Prolific Year (7) πŸš€ Conference Pioneer πŸ”₯ Unstoppable (12) πŸ“ˆ Trend Setter πŸ’Ž Century Club (72) πŸ—ƒοΈ Keyword Collector (302)

Conferences

CVPR (27) ECCV (10) ICCV (9) NIPS (8) EMNLP (5) ICML (3) WACV (3) AAAI (1) ACL (1) CLEAR (1) CONLL (1) ICLR (1) NAACL (1) PGM (1)

Top co-authors

Silvio Savarese (20) Caiming Xiong (18) Li Fei-fei (17) Ehsan Adeli (14) De-An Huang (11) Huan Wang (11) Ran Xu (10) Shelby Heinecke (10) Jiajun Wu (9) Weiran Yao (9)

Research topics

Computer Vision (1)

Keywords

video understanding (14) action recognition (7) vision-language model (5) activity recognition (5) few-shot learning (5) multimodal learning (5) temporal alignment (4) reinforcement learning (3) instructional video (3) weakly supervised learning (3) graph neural network (3) language model (3) human pose estimation (3) video analysis (3) feature learning (2) trajectory prediction (2) contrastive learning (2) multi-modal learning (2) knowledge distillation (2) self-supervised learning (2)

Papers

ViUniT: Visual Unit Tests for More Robust Visual Programming CVPR 2025
xLAM: A Family of Large Action Models to Empower AI Agent Systems NAACL 2025
Understanding Complexity in VideoQA via Visual Program Generation ICML 2025
Unifying Specialized Visual Encoders for Video Language Models ICML 2025
Why Is Spatial Reasoning Hard for VLMs? An Attention Mechanism Perspective on Focus Areas ICML 2025
LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback ACL 2025
UniEgoMotion: A Unified Model for Egocentric Motion Reconstruction, Forecasting, and Generation ICCV 2025
Re-thinking Temporal Search for Long-Form Video Understanding CVPR 2025
Contra4: Evaluating Contrastive Cross-Modal Reasoning in Audio, Video, Image, and 3D EMNLP 2025
ActionStudio: A Lightweight Framework for Data and Training of Large Action Models EMNLP 2025
LATTE: Learning to Think with Vision Specialists EMNLP 2025
PRACT: Optimizing Principled Reasoning and Acting of LLM Agent CONLL 2024
"X-InstructBLIP: A Framework for Aligning Image, 3D, Audio, Video to LLMs and its Emergent Cross-modal Reasoning" ECCV 2024
LayoutDETR: Detection Transformer Is a Good Multimodal Layout Designer ECCV 2024
ULIP-2: Towards Scalable Multimodal Pre-training for 3D Understanding CVPR 2024
IKEA Manuals at Work: 4D Grounding of Assembly Instructions on Internet Videos NIPS 2024
Streaming Detection of Queried Event Start NIPS 2024
On the Unlikelihood of D-Separation PGM 2024
Causal Layering via Conditional Entropy CLEAR 2024
PRACT: Optimizing Principled Reasoning and Acting of LLM Agent EMNLP 2024
Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization ICLR 2024
APIGen: Automated PIpeline for Generating Verifiable and Diverse Function-Calling Datasets NIPS 2024
Mask-Free OVIS: Open-Vocabulary Instance Segmentation Without Manual Mask Annotations CVPR 2023
ULIP: Learning a Unified Representation of Language, Images, and Point Clouds for 3D Understanding CVPR 2023
PreViTS: Contrastive Pretraining With Video Tracking Supervision WACV 2023
Temporally Disentangled Representation Learning under Unknown Nonstationarity NIPS 2023
UniControl: A Unified Diffusion Model for Controllable Visual Generation In the Wild NIPS 2023
Deformer: Dynamic Fusion Transformer for Robust Hand Pose Estimation ICCV 2023
Procedure-Aware Pretraining for Instructional Video Understanding CVPR 2023
PrivHAR: Recognizing Human Actions from Privacy-Preserving Lens ECCV 2022
MOMA-LRG: Language-Refined Graphs for Multi-Object Multi-Actor Activity Parsing NIPS 2022
Align and Prompt: Video-and-Language Pre-Training With Entity Prompts CVPR 2022
Revisiting the "Video" in Video-Language Understanding CVPR 2022
Open Vocabulary Object Detection with Pseudo Bounding-Box Labels ECCV 2022
Metadata Normalization CVPR 2021
MOMA: Multi-Object Multi-Actor Activity Parsing NIPS 2021
TRiPOD: Human Trajectory and Pose Dynamics Forecasting in the Wild ICCV 2021
Detecting Human-Object Relationships in Videos ICCV 2021
Learning Privacy-Preserving Optics for Human Pose Estimation ICCV 2021
Representation Learning With Statistical Independence to Mitigate Bias WACV 2021
Home Action Genome: Cooperative Compositional Action Understanding CVPR 2021
Spatio-Temporal Graph for Video Captioning With Knowledge Distillation CVPR 2020
Few-Shot Video Classification via Temporal Alignment CVPR 2020
Disentangling Human Dynamics for Pedestrian Locomotion Forecasting with Noisy Supervision WACV 2020
Adversarial Cross-Domain Action Recognition with Co-Attention AAAI 2020
RubiksNet: Learnable 3D-Shift for Efficient Video Action Recognition ECCV 2020
Procedure Planning in Instructional Videos ECCV 2020
Action Genome: Actions As Compositions of Spatio-Temporal Scene Graphs CVPR 2020
D3TW: Discriminative Differentiable Dynamic Time Warping for Weakly Supervised Action Alignment and Segmentation CVPR 2019
Learning Temporal Action Proposals With Fewer Labels ICCV 2019
Imitation Learning for Human Pose Prediction ICCV 2019
Neural Task Graphs: Generalizing to Unseen Tasks From a Single Video Demonstration CVPR 2019
Peeking Into the Future: Predicting Future Person Activities and Locations in Videos CVPR 2019
Liquid Pouring Monitoring via Rich Sensory Inputs ECCV 2018
Temporal Modular Networks for Retrieving Complex Compositional Activities in Videos ECCV 2018
Learning to Decompose and Disentangle Representations for Video Prediction NIPS 2018
Translating Navigation Instructions in Natural Language to a High-Level Plan for Behavioral Robot Navigation EMNLP 2018
What Makes a Video a Video: Analyzing Temporal Information in Video Understanding Models and Datasets CVPR 2018
Finding "It": Weakly-Supervised Reference-Aware Visual Grounding in Instructional Videos CVPR 2018
Graph Distillation for Action Detection with Privileged Modalities ECCV 2018
End-to-End Joint Semantic Segmentation of Actors and Actions in Video ECCV 2018
Visual Forecasting by Imitating Dynamics in Natural Sequences ICCV 2017
Dense-Captioning Events in Videos ICCV 2017
Agent-Centric Risk Assessment: Accident Anticipation and Risky Region Localization CVPR 2017
SST: Single-Stream Temporal Action Proposals CVPR 2017
Unsupervised Visual-Linguistic Reference Resolution in Instructional Videos CVPR 2017
A Hierarchical Pose-Based Approach to Complex Action Understanding Using Dictionaries of Actionlets and Motion Poselets CVPR 2016
Fast Temporal Activity Proposals for Efficient Detection of Human Actions in Untrimmed Videos CVPR 2016
ActivityNet: A Large-Scale Video Benchmark for Human Activity Understanding CVPR 2015
Robust Manhattan Frame Estimation From a Single RGB-D Image CVPR 2015
On the Relationship Between Visual Attributes and Convolutional Networks CVPR 2015
Discriminative Hierarchical Modeling of Spatio-Temporally Composable Human Activities CVPR 2014