David J. Fleet

16 papers · 2013–2025 · 8 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (8) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌍 Conference Polyglot (8) 🏃 Academic Marathon (12) 🗺️ Taxonomy Completionist (38) 🐝 Cross-Pollinator (13) 👥 Mega-Team (34) 🏆 Grand Slam 🚀 Conference Pioneer 🗃️ Keyword Collector (68) 💎 Century Club (16)

Conferences

CVPR (6) ICLR (3) ICCV (2) AAAI (1) ECCV (1) ICML (1) JMLR (1) NIPS (1)

Top co-authors

Saurabh Saxena (5) Andrea Tagliasacchi (4) Marcus A. Brubaker (3) Deqing Sun (3) Charles Herrmann (3) Mohammad Norouzi (3) Sara Sabour (3) Lala Li (3) Ting Chen (3) Chitwan Saharia (2)

Research topics

Keywords

diffusion model (5) molecular structure (2) cascaded generation (2) image generation (2) 3d reconstruction (2) video generation (2) pose estimation (1) data annotation (1) stochastic gradient descent (1) frame interpolation (1) distributed computing (1) structure from motion (1) video understanding (1) scene reconstruction (1) robust optimization (1) deep learning (1) instance segmentation (1) k-means clustering (1) human pose estimation (1) image editing (1)

Papers

RoMo: Robust Motion Segmentation Improves Structure from Motion ICCV 2025

Controlling Space and Time with Diffusion Models ICLR 2025

High-Resolution Frame Interpolation with Patch-based Cascaded Diffusion AAAI 2025

CryoSPIN: Improving Ab-Initio Cryo-EM Reconstruction with Semi-Amortized Pose Inference NIPS 2024

Directly Fine-Tuning Diffusion Models on Differentiable Rewards ICLR 2024

Scalable Adaptive Computation for Iterative Generation ICML 2023

RobustNeRF: Ignoring Distractors With Robust Losses CVPR 2023

Imagen Editor and EditBench: Advancing and Evaluating Text-Guided Image Inpainting CVPR 2023

A Generalist Framework for Panoptic Segmentation of Images and Videos ICCV 2023

Cascaded Diffusion Models for High Fidelity Image Generation JMLR 2022

Kubric: A Scalable Dataset Generator CVPR 2022

Disentangling Architecture and Training for Optical Flow ECCV 2022

Pix2seq: A Language Modeling Framework for Object Detection ICLR 2022

Building Proteins in a Day: Efficient 3D Molecular Reconstruction CVPR 2015

Posebits for Monocular Human Pose Estimation CVPR 2014

Cartesian K-Means CVPR 2013