David Fouhey

12 papers · 2015–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🏃 Academic Marathon (10) 🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (5) 🗺️ Taxonomy Completionist (30) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (4) 📈 Trend Setter 🔥 Unstoppable (8) 🗃️ Keyword Collector (67) 💎 Century Club (12)

Conferences

CVPR (5) NIPS (5) ECCV (1) MLHC (1)

Top co-authors

Dandan Shan (4) Richard Higgins (3) Ella Kazerooni (2) Jenna Wiens (2) Sarah Jabbour (2) Jitendra Malik (2) Ahmad Darkhalil (2) Dima Damen (2) Aleksander Holynski (1) Michael Sjoding (1)

Keywords

object segmentation (3) egocentric video (2) depth estimation (2) video segmentation (2) 3d reconstruction (2) video object segmentation (2) robot navigation (1) vision transformer (1) contrastive learning (1) computer vision (1) scene understanding (1) pose estimation (1) object detection (1) medical imaging (1) semantic segmentation (1) structure from motion (1) domain adaptation (1) point cloud (1) surface normal estimation (1) weakly supervised learning (1)

Papers

Stereo4D: Learning How Things Move in 3D from Internet Stereo Videos CVPR 2025

NIFTY: Neural Object Interaction Fields for Guided Human Motion Synthesis CVPR 2024

DEPICT: Diffusion-Enabled Permutation Importance for Image Classification Tasks ECCV 2024

Reconstructing Hands in 3D with Transformers CVPR 2024

Towards A Richer 2D Understanding of Hands at Scale NIPS 2023

EPIC Fields: Marrying 3D Geometry and Video Understanding NIPS 2023

EPIC-KITCHENS VISOR Benchmark: VIdeo Segmentations and Object Relations NIPS 2022

COHESIV: Contrastive Object and Hand Embedding Segmentation In Video NIPS 2021

Deep Learning Applied to Chest X-Rays: Exploiting and Preventing Shortcuts MLHC 2020

Cross-Task Weakly Supervised Learning From Instructional Videos CVPR 2019

Visual Memory for Robust Path Following NIPS 2018

Designing Deep Networks for Surface Normal Estimation CVPR 2015