Adam Harley

I am a postdoc in Prof. Leonidas Guibas' lab, at Stanford University.

I recently completed my Ph.D. at Carnegie Mellon University, in The Robotics Institute. I worked with Prof. Katerina Fragkiadaki, on machine learning and computer vision. Before this, I did a Master of Science in computer science, with Prof. Kosta Derpanis. Even earlier, I did a Bachelor of Arts in psychology.

profile photo

News

Publications

Dynamic Gaussian Marbles for Novel View Synthesis of Casual Monocular Videos

SIGGRAPH Asia 2024

Colton Stearns, Adam W. Harley, Mikaela Uy, Florian Dubost, Federico Tombari, Gordon Wetzstein, Leonidas Guibas

project page paper code
TAG: Tracking at Any Granularity

(draft)

Adam W. Harley, Yang You, Alex Sun, Yang Zheng, Nikhil Raghuraman, Sheldon Liang, Wen-Hsuan Chu, Suya You, Achal Dave, Pavel Tokmakov, 
Rares Ambrus, Katerina Fragkiadaki, Leonidas Guibas

project page paper
View-Consistent Hierarchical 3D Segmentation Using Ultrametric Feature Fields

ECCV 2024

Haodi He, Adam W. Harley, Colton Stearns, Leonidas Guibas,

paper
MoSca: Dynamic Gaussian Fusion from Casual Videos via 4D Motion Scaffolds

arXiv 2024

Jiahui Lei, Yijia Weng, Adam W. Harley, Leonidas Guibas, Kostas Daniilidis

project page paper
Zero-Shot Image Feature Consensus with Deep Functional Maps

ECCV 2024

Xinle Cheng, Congyue Deng, Adam W. Harley, Yixin Zhu, Leonidas Guibas

paper
ODIN: A Single Model for 2D and 3D Perception

CVPR 2024

Ayush Jain, Pushkal Katara, Nikolaos Gkanatsios, Adam W. Harley, Gabriel Sarch, Kriti Aggarwal, Vishrav Chaudhary, Katerina Fragkiadaki

project page paper
Wing buzzing as a mechanism for generating vibrational signals in psyllids (Hemiptera: Psylloidea)

Insect Science 2024

Jernej Polajnar, Elizaveta Kvinikadze, Adam W. Harley, Igor Malenovsky

paper
Refining Pre-Trained Motion Models

ICRA 2024

Xinglong Sun, Adam W. Harley, Leonidas J. Guibas

project page paper
code coming soon
PACE: Pose Annotations in Cluttered Environments

ECCV 2024

Yang You, Kai Xiong, Zhening Yang, Zhengxiang Huang, Junwei Zhou, Ruoxi Shi, Zhou Fang, Adam W. Harley, Cewu Lu

project page paper code/data
Zero-Shot Open-Vocabulary Tracking with Large Pre-Trained Models

ICRA 2024

Wen-Hsuan Chu, Adam W. Harley, Pavel Tokmakov, Achal Dave, Leonidas J. Guibas, Katerina Fragkiadaki

project page paper
code coming soon
Cross-Image Context Matters for Bongard Problems

arXiv 2023

Nikhil Raghuraman, Adam W. Harley, Leonidas J. Guibas

project page paper code
PointOdyssey: A Large-Scale Synthetic Dataset for Long-Term Point Tracking

ICCV 2023 (Oral)

Yang Zheng, Adam W. Harley, Bokui Shen, Gordon Wetzstein, Leonidas J. Guibas

project page paper simulator code model code
Simple-BEV: What Really Matters for Multi-Sensor BEV Perception?

ICRA 2023

Adam W. Harley, Zhaoyuan Fang, Jie Li, Rares Ambrus, Katerina Fragkiadaki

project page paper code
TIDEE: Tidying Up Novel Rooms using Visuo-Semantic Commonsense Priors

ECCV 2022 (Winner of "Embodied AI Rearrangement Challenge" @ CVPR 2023)

Gabriel Sarch, Zhaoyuan Fang, Adam W. Harley, Paul Schydlo, Michael J. Tarr, Saurabh Gupta, Katerina Fragkiadaki,

project page paper code blog
Particle Video Revisited: Tracking Through Occlusions Using Point Trajectories

ECCV 2022 (Oral)

Adam W. Harley, Zhaoyuan Fang, Katerina Fragkiadaki

project page paper code blog
Track, Check, Repeat: An EM Approach to Unsupervised Tracking

CVPR 2021

Adam W. Harley, Yiming Zuo, Jing Wen, Ayush Mangal, Shubhankar Potdar, Ritwick Chaudhry, Katerina Fragkiadaki

project page paper code
CoCoNets: Continuous Contrastive 3D Scene Representations

CVPR 2021

Shamit Lal, Mihir Prabhudesai, Ishita Mediratta, Adam W. Harley, Katerina Fragkiadaki

project page paper code
Move to See Better: Self-Improving Embodied Object Detection

BMVC 2021

Zhaoyuan Fang, Ayush Jain, Gabriel Sarch, Adam W. Harley, Katerina Fragkiadaki

project page paper code
Disentangling 3D Prototypical Networks For Few-Shot Concept Learning

ICLR 2021

Mihir Prabhudesai, Shamit Lal, Darshan Patil, Hsiao-Yu Fish Tung, Adam W. Harley, Katerina Fragkiadaki

project page paper
Tracking Emerges by Looking Around Static Scenes, with Neural 3D Mapping

ECCV 2020

Adam W. Harley, Shrinidhi KL, Paul Schydlo, Katerina Fragkiadaki

paper ECCV Daily interview
3D Object Recognition By Corresponding and Quantizing Neural 3D Scene Representations

CVPR workshops 2020

Mihir Prabhudesai, Shamit Lal, Hsiao-Yu Fish Tung, Adam W. Harley, Shubhankar Potdar, Katerina Fragkiadaki

project page paper workshop paper
Embodied Language Grounding With 3D Visual Feature Representations

CVPR 2020

Mihir Prabhudesai, Hsiao-Yu Fish Tung, Syed Ashar Javed, Maximilian Sieb, Adam W. Harley, Katerina Fragkiadaki

project page paper
Learning from Unlabelled Videos Using Contrastive Predictive Neural 3D Mapping

ICLR 2020

Adam W. Harley, Fangyu Li, Shrinidhi K. Lakshmikanth, Xian Zhou, Hsiao-Yu Fish Tung, Katerina Fragkiadaki

project page paper
VR Facial Animation via Multiview Image Translation

SIGGRAPH 2019

Shih-En Wei, Jason Saragih, Tomas Simon, Adam W. Harley, Stephen Lombardi, Michal Perdoch, Alexander Hypes, Dawei Wang, Hernan Badino, Yaser Sheikh

project page paper
Image Disentanglement and Uncooperative Re-Entanglement for High-Fidelity Image-to-Image Translation

ICCV 2019 AIM workshop (Advances in Image Manipulation)

Adam W. Harley, Shih-En Wei, Jason Saragih, and Katerina Fragkiadaki

paper
Reward Learning from Narrated Demonstrations

CVPR 2018

Hsiao-Yu Fish Tung, Adam W. Harley, Liang-Kang Huang, and Katerina Fragkiadaki

paper
Adversarial Inverse Graphics Networks: Learning 2D-to-3D Lifting and Image-to-Image Translation from Unpaired Supervision

ICCV 2017

Hsiao-Yu Fish Tung*, Adam W. Harley*, William Seto*, and Katerina Fragkiadaki

paper
Segmentation-Aware Convolutional Networks Using Local Attention Masks

ICCV 2017

Adam W. Harley, Konstantinos G. Derpanis, and Iasonas Kokkinos

project page paper code
Back to Basics: Unsupervised Learning of Optical Flow via Brightness Constancy and Motion Smoothness

ECCV Workshops 2016

Jason J. Yu, Adam W. Harley, and Konstantinos G. Derpanis

project page paper
Segmentation-Aware Convolutional Nets

Master's Thesis (2016)

Adam W. Harley (Advised by Konstantinos G. Derpanis)

project page paper
Learning Dense Convolutional Embeddings for Semantic Segmentation

ICLR 2016 (Workshop)

Adam W. Harley, Konstantinos G. Derpanis, and Iasonas Kokkinos

project page paper
Evaluation of Deep Convolutional Nets for Document Image Classification and Retrieval

ICDAR 2015 (Best Student Paper Award)

Adam W. Harley, Alex Ufkes, and Konstantinos G. Derpanis

project page paper RVL-CDIP Dataset HuggingFace integration
An Interactive Node-Link Visualization of Convolutional Neural Networks

ISVC 2015

Adam W. Harley

project page paper PopSci article
The Effect of Cognitive Switching on Sustained Attention

Undergraduate Thesis (2012)

Adam W. Harley (Advised by Benjamin Dyson)

paper