Ashwin Swaminathan, Yinian Mao, and Min Wu, Image Hashing Resilient to Geometric and Filtering Operations, IEEE Workshop on Multimedia Signal Processing (MMSP), pp. 355-358, Siena, Italy, September 2004. [pdf] [url] [citations]
Ashwin Swaminathan, Yinian Mao, and Min Wu, Security of Feature Extraction in Image Hashing, IEEE Conference on Acoustic, Speech and Signal Processing (ICASSP), vol. 2, pp. 1041-1044, Philadelphia, PA, March 2005. Won the Best Student Paper award. [pdf] [presentation] [url] [citations]
Ashwin Swaminathan, Yinian Mao, Min Wu, and Krishnan Kailas, Data Hiding in Compiled Program Binaries for Enhancing Computer System Performance, IEEE Information Hiding Workshop (IHW), Barcelona, Spain, June 2005 and in Lecture Notes in Computer Science (LNCS). [pdf] [presentation] [citations]
Ashwin Swaminathan, Shan He, and Min Wu, Exploring QIM-based Anti-collusion Fingerprinting for Multimedia, IS&T/ SPIE conference on Security, Steganography, and Watermarking of Multimedia Contents VI (EI23), vol. 6072, San Jose, California, January 2006. [pdf] [citations]
Ashwin Swaminathan, Min Wu, and K. J. Ray Liu, Component Forensics of Digital Cameras: A Non-Intrusive Approach, Proceedings of Conference on Information Sciences and Systems (CISS), invited paper, pp. 1194-1199, Princeton, NJ, March 2006. [pdf] [presentation] [url] [citations]
Ashwin Swaminathan, Min Wu, and K. J. Ray Liu, Non-Intrusive Forensic Analysis of Visual Sensors Using Output Images, IEEE Conference on Acoustic, Speech and Signal Processing (ICASSP), vol. 5, pp. 401-404, Toulouse, France, May 2006. [pdf] [presentation] [url] [citations]
Ashwin Swaminathan, Min Wu, and K. J. Ray Liu, Image Tampering Identification using Blind Deconvolution, Proceedings of the IEEE International Conference on Image Processing (ICIP), pp. 2309-2312, Atlanta, GA, October 2006. [pdf] [presentation] [url] [citations]
Hongmei Gou, Ashwin Swaminathan, and Min Wu, Robust Scanner Identification based on Noise Features, IS&T SPIE Conference on Security, Steganography and Watermarking of Multimedia Contents IX, San Jose, CA, January 2007. [pdf] [citations]
Ashwin Swaminathan, Min Wu, and K. J. Ray Liu, Intrinsic Fingerprints for Image Authentication and Steganalysis, IS&T SPIE Conference on Security, Steganography and Watermarking of Multimedia Contents IX, San Jose, CA, January 2007. [pdf] [citations]
Ashwin Swaminathan, Min Wu, and K. J. Ray Liu, Optimization of Input Pattern for Semi Non-Intrusive Component Forensics of Digital Cameras, IEEE Conference on Acoustic, Speech and Signal Processing (ICASSP), vol. 2, pp. 225-228, Honolulu, HI, April 2007. [url]
Avinash L. Varna, Shan He, Ashwin Swaminathan, Min Wu, Haiming Lu, and Zengxiang Lu, Collusion-Resistant Fingerprinting for Compressed Multimedia Signals, IEEE Conference on Acoustic, Speech and Signal Processing (ICASSP), vol. 2, pp. 165-168, Honolulu, HI, April 2007. [pdf] [presentation] [url] [citations]
Min Wu, Yinian Mao, and Ashwin Swaminathan, A Signal Processing and Randomization Perspective of Robust and Secure Image Hashing, IEEE workshop on statistical signal processing (SSP), pp. 166-170, Madison, WI, August 2007. [url] [citations]
Avinash L. Varna, Shan He, Ashwin Swaminathan, and Min Wu, Analysis of Non-linear Collusion Attacks on Fingerprinting Systems for Compressed Multimedia, IEEE Conference on Image Processing (ICIP), vol. 2, pp. 133-136, San Antonio, TX, September 2007. [pdf] [presentation] [url] [citations]
Hongmei Gou, Ashwin Swaminathan, and Min Wu, Noise Features for Image Tampering Detection and Steganalysis, IEEE Conference on Image Processing (ICIP), vol. 6, pp. 97-100, San Antonio, TX, September 2007. [pdf] [presentation] [url] [citations]
Ashwin Swaminathan, Min Wu, and K. J. Ray Liu, A Component Estimation Framework for Information Forensics, IEEE Workshop on Multimedia Signal Processing, pp. 397-400, Crete, Greece, October 2007. [pdf] [url] [citations]
Ashwin Swaminathan, Yinian Mao, Guan-Ming Su, Hongmei Gou, Avinash L. Varna, Shan He, Min Wu, and Douglas W. Oard, Confidentiality Preserving Rank-Ordered Search, Proceedings of the ACM Workshop on Storage, Security, and Survivability (SSS'07) held in conjunction with ACM Conference on Computer and Communications Security (CCS), pp. 7-12, Alexandria, VA, October 2007. [pdf] [citations]
Ashwin Swaminathan, Cherian V. Mathew, and Darko Kirovski, Essential Pages, Microsoft Research Technical Report, MSR-TR-2008-015, January 2008. [pdf]
Ashwin Swaminathan, Renan Cattelan, Ydo Wexler, Cherian V. Mathew, and Darko Kirovski, Relating Reputation and Money in Online Markets, Microsoft Research Technical Report, MSR-TR-2008-015, February 2008. [pdf]
Ashwin Swaminathan, Min Wu, K. J. Ray Liu, Christine McKay, and Hongmei Gou, Digital Detective for Electronic Imaging, Proceedings of the IEEE Capital Science Conference, Alexandria, VA, March 2008. [presentation]
Christine McKay, Ashwin Swaminathan, Hongmei Gou, and Min Wu, Image Acquisition Forensics: Forensic Analysis to Identify Imaging Source, Proceedings of the IEEE International Conference on Acoustic, Speech, and Signal Processing, pp. 1657-1660, Las Vegas, NV, March 2008. [pdf] [presentation] [url] [citations]
Ashwin Swaminathan, Min Wu, and K. J. Ray Liu, A Pattern Classification Framework for Theoretical Analysis of Component Forensics, Proceedings of the IEEE International Conference on Acoustic, Speech, and Signal Processing, pp. 1665-1668, Las Vegas, NV, March 2008. [pdf] [presentation] [url] [citations]
Avinash. L. Varna, Ashwin Swaminathan, and Min Wu, A Decision Theoretic Framework for Analyzing Hash-based Content Identification Systems, Proceedings of the ACM Digital Rights Management Workshop, Alexandria, VA, October 2008. [url] [citations]
Wenjun Lu, Ashwin Swaminathan, Avinash L. Varna, and Min Wu, Enabling Search over Encrypted Multimedia Databases, SPIE Conference on Media Forensics and Security XI, San Jose, CA, January 2009. [url] [citations]
Wenjun Lu, Avinash L. Varna, Ashwin Swaminathan, and Min Wu, Secure Multimedia Retrieval Through Feature Protection, Proceedings of the IEEE International Conference on Image Processing, pp. 1533-1536, Taipei, Taiwan, April 2009. Nominated for the Best Student Paper award. [url] [citations]
Wei-Hong Chuang, Ashwin Swaminathan, and Min Wu, Tampering Identification using Empirical Frequency Response, Proceedings of the IEEE International Conference on Acoustic, Speech, and Signal Processing (ICASSP), pp. 1517-1520, Taipei, Taiwan, April 2009. [url] [citations]
Ashwin Swaminathan, Cherian V. Mathew, and Darko Kirovski, Essential Pages, Proceedings of the IEEE/ WIC/ ACM International Conference on Web Intelligence, Milan, Italy, September 2009. [url] [citations]
Ashwin Swaminathan, Renan Cattelan, Ydo Wexler, Cherian V. Mathew, and Darko Kirovski, Relating Reputation and Money in Online Markets, Proceedings of the IEEE/ WIC/ ACM International Conference on Web Intelligence, Milan, Italy, September 2009.
Ramin Rezaiifar, Ashwin Swaminathan, Qi Xue, and Piyush Sharma, Indoor Localization and Pose Determination using an RGBD Camera, RGB-D Advanced Reasoning with Depth Cameras, Los Angeles, CA, June 2011.
Pawan K. Baheti, Ashwin Swaminathan, Murali R. Chari, Slawek Grzechnik, and Serafin Diaz, Information-Theoretic Database Building and Querying for Mobile Augmented Reality Applications, IEEE International Symposium on Mixed and Augmented Reality, Basel, Switzerland, October 2011. (18.4% acceptance rate) [url] [citations]
Yonatan Dukler, Benjamin Bowman, Alessandro Achille, Aditya Golatkar, Ashwin Swaminathan, Stefano Soatto, Safe: Machine Unlearning with Shard Graphs, Proceedings of IEEE/CVF International Conference on Computer Vision, Paris, France, October 2023.
Rajshekhar Das, Yonatan Dukler, Avinash Ravichandran, Ashwin Swaminathan, Learning Expressive Prompting with Residuals for Vision Transformers, Proceedings of IEEE/CVF International Conference on Computer Vision, Paris, France, October 2023.
Achin Jain, Gurumurthy Swaminathan, Paolo Favaro, Hao Yang, Avinash Ravichandran, Hrayr Harutyunyan, Alessandro Achille, Onkar Dabeer, Bernt Schiele, Ashwin Swaminathan, Stefano Soatto, A Meta-learning Approach to Predicting Performance and Data Requirements, Proceedings of IEEE/CVF International Conference on Computer Vision, Paris, France, October 2023.
Yonatan Dukler, Alessandro Achille, Hao Yang, Varsha Vivek, Luca Zancato, Benjamin Bowman, Avinash Ravichandran, Charless Fowlkes, Ashwin Swaminathan, Stefano Soatto, Your Representations are in the network: Composable and Parallel Adaptation for Large Scale Models, Advances in Neural Information Processing Systems, New Orleans, November 2023.
Prannay Kaul, Zhizhong Li, Hao Yang, Yonatan Dukler, Ashwin Swaminathan, CJ Taylor, Stefano Soatto, Throme: An Object-based Hallucination Benchmark for the Free-Form Generations of Large Vision-Language Models, Proceedings of IEEE/CVF International Conference on Computer Vision, Nashville, June 2024.
38. Hao Li, Yang Zou, Ying Wang, Orchid Majumder, Yusheng Xie, R Manmatha, Ashwin Swaminathan, Zhuowen Tu, Stefano Ermon, Stefano Soatto, On the Scalability of Diffusion-based Text-to-Image generation, Proceedings of IEEE/CVF International Conference on Computer Vision, Nashville, June 2024.
Aditya Golatkar, Alessandro Achille, Luca Zancato, Yu-Xiang Wang, Ashwin Swaminathan, Stefano Soatto, CPR: Retrieval Augmented Generation for Copyright Protection, Proceedings of IEEE/CVF International Conference on Computer Vision, Nashville, June 2024.
Alessandro Favero, Luca Zancato, Matthew Trager, Siddharth Choudhary, Pramuditha Perera, Alessandro Achille, Ashwin Swaminathan, Stefano Soatto, Multimodal Hallucination Control by Visual Information Grounding, Proceedings of IEEE/CVF International Conference on Computer Vision, Nashville, June 2024.
Benjamin Biggs, Arjun Seshadri, Yang Zou, Achin Jain, Aditya Golatkar, Yusheng Xie, Alessandro Achille, Ashwin Swaminathan, Stefano Soatto, Diffusion Soup: Model Merging for Text-to-Image Diffusion Models, European Conference on Computer Vision, Switzerland, September 2024.
Pei Wang, Zhaowei Cai, Hao Yang, Ashwin Swaminathan, R Manmatha, Stefano Soatto, Scaling up Image Segmentation across Data and Tasks, Proceedings of IEEE/CVF International Conference on Computer Vision, Nashville, June 2025.
K. Dinesh, S. Ashwin, V.Harish, E. Varathkanth, C. Venkataseshaiah, R. Sarathy, Understanding The Surface Condition of Insulation Material Using Wavelets, CBIP - International Conference in Maintenance Technologies of EHV Transmission Lines, 29-30 April 2002, New Delhi, India.
Ashwin Swaminathan and Anil Prabhakar, A Discrete Map Model for Self-Similar Traffic Generated by Network Protocols, IEEE Tencon Conference, October 2003, Bangalore, India.
Ashwin Swaminathan and Anil Prabhakar, Simulating TCP Traffic Congestion using a Chaotic Map, National Conference on Non-linear systems and Dynamics, December 2003, Kharagpur, India.
Chethan Parameshwara, Alessandro Achille, Matthew Trager, Xiaolong Li, Jiawei Mo, Ashwin Swaminathan, CJ Taylor, Dheera Venkatraman, Xiaohan Fei, Stefano Soatto, Towards Visual Foundational Models of Physical Scenes, arXiv preprint 2023 (under review).
Aditya Golatkar, Alessandro Achille, Ashwin Swaminathan, Stefano Soatto, Training Data Protection with Compositional Diffusion Models, arXiv preprint 2023 (under review).
Xiaohan Fei, Chethan Parameshwara, Jiawei Mo, Xiaolong Li, Ashwin Swaminathan, CJ Taylor, Paolo Favaro, Stefano Soatto, A Quantitative Evaluation of Score Distillation Sampling Based Text-to-3D, arXiv preprint 2024 (under review).
Ziqi Lu, Jianbo Ye, Xiaohan Fei, Xiaolong Li, Jiawei Mo, Ashwin Swaminathan, Stefano Soatto, Fast Sparse View Guided NERF Update for Object Reconfigurations, arXiv preprint 2024 (under review).
Pei Wang, Zhaowei Cai, Hao Yang, Ashwin Swaminathan, R Manmatha, Stefano Soatto, Mixed-Query Transformer: A Unified Image Segmentation Architecture, arXiv preprint 2024 (under review).
Xiaolong Li, Jiawei Mo, Ying Wang, Chethan Parameshwara, Xiaohan Fei, Ashwin Swaminathan, CJ Taylor, Zhuowen Tu, Paolo Favaro, Stefano Soatto, Grounded Compositional and Diverse Text-to-3D with Pretrained multi-view Diffusion Model, arXiv preprint 2024 (under review).
Chaofan Tao, Gukyeong Kwon, Varad Gunjal, Hao Yang, Zhaowei Cai, Yonatan Dukler, Ashwin Swaminathan, R Manmatha, Colin Jon Taylor, Stefano Soatto, NAVERO: Unlocking Fine-Grained Semantics for Video-Language Compositionality, arXiv preprint 2024 (under review).
Hao Li, Shamit Lal, Zhiheng Li, Yusheng Xie, Ying Wang, Yang Zou, Orchid Majumder, R Manmatha, Zhuowen Tu, Stefano Ermon, Stefano Soatto, Ashwin Swaminathan, Efficient Scaling of Diffusion Transformers for Text-to-Image Generation, arXiv preprint 2024 (under review).
Ashwin Swaminathan, et al. The Amazon Nova Family of Models: Technical Report and Model Card, arXiv preprint 2025.