Publications

Publication date: October 11, 2020

Few-Shot Drum Transcription in Polyphonic Music

International Society for Music Information Retrieval Conference (ISMIR)

Yu Wang, Justin Salamon, Mark Cartwright, Nicholas J. Bryan, Juan Pablo Bello
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: October 11, 2020

Metric Learning vs Classification for Disentangled Music Representation Learning

International Society for Music Information Retrieval Conference (ISMIR)

Jongpil Lee, Nicholas J. Bryan, Justin Salamon, Zeyu Jin, Juhan Nam
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: October 11, 2020

Attribution IQ: Scalable Game Theoretic Attribution in Web Analytics

Proceedings of the 29th ACM International Conference on Information & Knowledge Management

Ritwik Sinha, Ivan Andrus, Trevor Paulsen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence

Publication date: September 25, 2020

Botcha: Detecting Malicious Non-Human Traffic in the Wild

Workshop on Online Misinformation and Harm-Aware Recommender Systems

Sunny Dhamnani, Ritwik Sinha, Vishwa Vinay, Lilly Kumari, Margarita Savova
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence
  • Adobe Research icon Systems & Languages

Publication date: September 22, 2020

Goal-driven Command Recommendations for Analysts

ACM Conference on Recommender Systems (RecSys '20)

Samarth Aggarwal, Rohin Garg, Abhilasha Sancheti, Bhanu Prakash Reddy Guda, Iftikhar Ahamath Burhanuddin
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence
  • Adobe Research icon Human Computer Interaction
  • Adobe Research icon Intelligent Agents & Assistants

Publication date: September 15, 2020

Reinforcement Learning for Strategic Recommendations

Arxiv 2020

Georgios Theocharous, Yash Chandak, Philip S. Thomas, Frits de Nijs
  • Adobe Research icon AI & Machine Learning

Publication date: September 9, 2020

Semantic Estimation of 3D Body Shape and Pose using Minimal Cameras

British Machine Vision Conference (BMVC)

Andrew Gilbert, Matthew Trumble, Adrian Hilton, John Collomosse
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon AR, VR & 360 Photography
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: September 7, 2020

Text and Style Conditioned GAN for Generation of Offline Handwriting Lines

British Machine Vision Conference (BMVC)

Brian Davis, Chris Tensmeyer, Brian Price, Curtis Wigington, Bryan Morse, Rajiv Jain
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: August 25, 2020

Incremental Potential Contact: Intersection- and Inversion-free Large Deformation Dynamics

ACM Transactions on Graphics (SIGGRAPH 2020)

Minchen Li, Zachary Ferguson, Teseo Schneide, Tim Langlois, Denis Zorin, Daniele Panozzo, Chenfanfu Jiang, Danny Kaufman
  • Adobe Research icon Graphics (2D & 3D)

Publication date: August 25, 2020

NASOQ: Numerically Accurate Sparsity-Oriented QP Solver

ACM Transactions on Graphics (SIGGRAPH 2020)

Kazem Cheshmi, Danny Kaufman, Shoaib Kamil, Maryam Mehri Dehnavi
  • Adobe Research icon Graphics (2D & 3D)

Publication date: August 25, 2020

Fabrication-in-the-Loop Co-Optimization of Surfaces and Styli for Drawing Haptics

ACM Transactions on Graphics (SIGGRAPH 2020)

Michal Piovarč, Danny Kaufman, David I.W. Levin, Piotr Didyk
  • Adobe Research icon Graphics (2D & 3D)
  • Adobe Research icon Human Computer Interaction

Publication date: August 25, 2020

Lifting Simplices to Find Injectivity

ACM Transactions on Graphics (SIGGRAPH 2020)

Xingyi Du, Noam Aigerman, Qingnan Zhou, Shahar Kovalsky, Yajie Yan, Danny Kaufman, Tao Ju
  • Adobe Research icon Graphics (2D & 3D)

Publication date: August 24, 2020

Unified Multisensory Perception: Weakly-Supervised Audio-Visual Video Parsing

ECCV 2020

Dingzeyu Li, Yapeng Tian, Chenliang Xu
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: August 24, 2020

Learning 3D Part Assembly from a Single Image

European Conference on Computer Vision (ECCV)

Yichen Li, Kaichun Mo, Lin Shao, Minhyuk Sung, Leonidas Guibas
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: August 24, 2020

Pix2Surf: Learning Parametric 3D Surface Models of Objects from Images

European Conference on Computer Vision (ECCV)

Jiahui Lei, Srinath Sridhar, Paul Guerrero, Minhyuk Sung, Niloy J. Mitra, Leonidas Guibas
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: August 24, 2020

Neural Geometric Parser for Single Image Camera Calibration

European Conference on Computer Vision (ECCV)

Jinwoo Lee, Minhyuk Sung, Hyunjoon Lee, Junho Kim
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: August 24, 2020

Deformation-Aware 3D Shape Embedding and Retrieval

European Conference on Computer Vision (ECCV)

Mikaela Angelina Uy, Jingwei Huang, Minhyuk Sung, Tolga Birdal, Leonidas Guibas
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: August 24, 2020

ParSeNet: A Parametric Surface Fitting Network for 3D Point Clouds

ECCV

Gopal Sharma, Difan Liu, Evangelos Kalogerakis, Subhransu Maji, Siddhartha Chaudhuri, Radomír Měch
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Graphics (2D & 3D)

Publication date: August 23, 2020

High-Resolution Image Inpainting with Iterative Confidence Feedback and Guided Upsampling

To appear in European Conference on Computer Vision (ECCV'20)

Yu Zeng, Zhe Lin, Jimei Yang, Jianming Zhang, Eli Shechtman, Huchuan Lu
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: August 23, 2020

Lifespan Age Transformation Synthesis

To appear in European Conference on Computer Vision (ECCV'20)

Roy Or-El, Soumyadip Sengupta, Ohad Fried, Eli Shechtman, Ira Kemelmacher-Shlizerman
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
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