Recovering reflectance and illumination in a world of painted polyhedra. - Pawan Sinha; Edward H. Adelson (ICCV, 1993)

Perceiving and recognizing three-dimensional forms. - Pawan Sinha (1995)

Configuration based scene classification and image indexing. - Pamela Lipson; Eric Grimson; Pawan Sinha (CVPR, 1997)

Pedestrian Detection Using Wavelet Templates. - Michael Oren; Constantine Papageorgiou; Pawan Sinha; Edgar Osuna; Tomaso A. Poggio (CVPR, 1997)

How to cheat and get away with it: what computer graphics can learn from perceptual psychology. - Victoria Interrante; Daniel J. Kersten; David H. Brainard; Heinrich H. Bülthoff; James A. Ferwerda; Pawan Sinha (SIGGRAPH Abstracts and Applications, 1999)

Statistical Context Priming for Object Detection. - Antonio Torralba 001; Pawan Sinha (ICCV, 2001)

The Fidelity of Local Ordinal Encoding. - Javid Sadr; Sayan Mukherjee 004; K. Thoresz; Pawan Sinha (NIPS, 2001)

Qualitative Representations for Recognition. - Pawan Sinha (Biologically Motivated Computer Vision, 2002)

Identifying perceptually significant features for recognizing faces. - Pawan Sinha (Human Vision and Electronic Imaging, 2002)

Object recognition and Random Image Structure Evolution. - Javid Sadr; Pawan Sinha (Cogn. Sci., 2004)

Project PRAKASH: Development of Object Perception Following Long-term Visual Deprivation. - Pawan Sinha (IICAI, 2005)

Receptive Field Structures for Recognition. - Benjamin J. Balas; Pawan Sinha (Neural Comput., 2006)

Face Recognition by Humans: Nineteen Results All Computer Vision Researchers Should Know About. - Pawan Sinha; Benjamin J. Balas; Yuri Ostrovsky; Richard Russell (Proc. IEEE, 2006)

Region-based representations for face recognition. - Benjamin J. Balas; Pawan Sinha (ACM Trans. Appl. Percept., 2006)

Visual object concept discovery: Observations in congenitally blind children, and a computational approach. - Jake V. Bouvrie; Pawan Sinha (Neurocomputing, 2007)

Face Recognition by Computers and Humans. - Rama Chellappa; Pawan Sinha; P. Jonathon Phillips (Computer, 2010)

Gaze cues in complex, real-world scenes direct the attention of high-functioning adults with autism. - Elizabeth Redcay; Daniel R. O'Young; Lloyd R. Slevc; Penelope L. Mavros; John D. E. Gabrieli; Pawan Sinha (CogSci, 2012)

Towards perception awareness: Perceptual event detection for Brain computer interfaces. - Hossein Nejati; Kleovoulos Tsourides; Victor Pomponiu; Evan C. Ehrenberg; Ngai-Man Cheung; Pawan Sinha (EMBC, 2015)

Motion sequence analysis in the presence of figural cues. - Pawan Sinha; Lucia Maria Vaina (Neurocomputing, 2015)

Recognizing Facial Slivers. - Sharon Gilad-Gutnick; Elia Samuel Harmatz; Kleovoulos Tsourides; Galit Yovel; Pawan Sinha (J. Cogn. Neurosci., 2018)

Potential downside of high initial visual acuity. - Lukas Vogelsang; Sharon Gilad-Gutnick; Evan C. Ehrenberg; Albert Yonas; Sidney Diamond; Richard M. Held; Pawan Sinha (Proc. Natl. Acad. Sci. USA, 2018)

Characterizing autonomic response to arousing visual-auditory multi-modal task in Autism Spectrum Disorder (ASD). - Lara Cavinato; Annie Cardinaux; Kriti Jain; Wasifa Jamal; Margaret Kjelgaard; Pawan Sinha; Riccardo Barbieri (EMBC, 2019)

Response to Katzhendler and Weinshall: Initial visual degradation during development may be adaptive. - Lukas Vogelsang; Sharon Gilad-Gutnick; Sidney Diamond; Albert Yonas; Pawan Sinha (Proc. Natl. Acad. Sci. USA, 2019)

Is Robustness To Transformations Driven by Invariant Neural Representations? - Syed Suleman Abbas Zaidi; Xavier Boix; Neeraj Prasad; Sharon Gilad-Gutnick; Shlomit Ben-Ami; Pawan Sinha (CoRR, 2020)

Understanding Structure Induced Functional Connectivity in Brain using EEG. - Shefali Gupta; Tapan Kumar Gandhi; Pawan Sinha (APSIPA ASC, 2021)

To Which Out-Of-Distribution Object Orientations Are DNNs Capable of Generalizing? - Avi Cooper; Xavier Boix; Daniel Harari; Spandan Madan; Hanspeter Pfister; Tomotake Sasaki; Pawan Sinha (CoRR, 2021)

Three approaches to facilitate DNN generalization to objects in out-of-distribution orientations and illuminations: late-stopping, tuning batch normalization and invariance loss. - Akira Sakai; Taro Sunagawa; Spandan Madan; Kanata Suzuki; Takashi Katoh; Hiromichi Kobashi; Hanspeter Pfister; Pawan Sinha; Xavier Boix; Tomotake Sasaki (CoRR, 2021)

Neural Correlates of Face Familiarity Perception. - Evan C. Ehrenberg; Kleovoulos Leo Tsourides; Hossein Nejati; Ngai-Man Cheung; Pawan Sinha (CoRR, 2022)

Three approaches to facilitate invariant neurons and generalization to out-of-distribution orientations and illuminations. - Akira Sakai; Taro Sunagawa; Spandan Madan; Kanata Suzuki; Takashi Katoh; Hiromichi Kobashi; Hanspeter Pfister; Pawan Sinha; Xavier Boix; Tomotake Sasaki (Neural Networks, 2022)

Robustness to Transformations Across Categories: Is Robustness Driven by Invariant Neural Representations? - Hojin Jang; Syed Suleman Abbas Zaidi; Xavier Boix; Neeraj Prasad; Sharon Gilad-Gutnick; Shlomit Ben-Ami; Pawan Sinha (Neural Comput., 2023)

BRACTIVE: A Brain Activation Approach to Human Visual Brain Learning. - Xuan-Bac Nguyen; Hojin Jang; Xin Li 005; Samee U. Khan; Pawan Sinha; Khoa Luu (CoRR, 2024)

Configural processing as an optimized strategy for robust object recognition in neural networks. - Hojin Jang; Pawan Sinha; Xavier Boix (CoRR, 2024)

Quantum-Brain: Quantum-Inspired Neural Network Approach to Vision-Brain Understanding. - Hoang-Quan Nguyen; Xuan-Bac Nguyen; Hugh Churchill; Arabinda Choudhary; Pawan Sinha; Samee U. Khan; Khoa Luu (CoRR, 2024)

COBRA: A Continual Learning Approach to Vision-Brain Understanding. - Xuan-Bac Nguyen; Arabinda Kumar Choudhary; Pawan Sinha; Xi Li 003; Khoa Luu (CoRR, 2024)

Information transfer rate in BCIs: Towards tightly integrated symbiosis. - Suayb S. Arslan; Pawan Sinha (Biomed. Signal Process. Control., 2024)

Brainformer: Mimic human visual brain functions to machine vision models via fMRI. - Xuan-Bac Nguyen; Xin Li 005; Pawan Sinha; Samee U. Khan; Khoa Luu (Neurocomputing, 2025)

Emergent Neural Network Mechanisms for Generalization to Objects in Novel Orientations. - Avi Cooper; Daniel Harari; Tomotake Sasaki; Spandan Madan; Hanspeter Pfister; Pawan Sinha; Xavier Boix (Trans. Mach. Learn. Res., 2025)