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<h1>Vision and AI Laboratory (VAL)
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<p class="lead"><a href="http://cds.iisc.ac.in"> Department of Computational and Data Sciences</a>, <a href="http://www.iisc.ac.in/">Indian Institute of Science, Bangalore, INDIA</a></p>
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<h2> News </h2>
<ul>
<p class="lead">
<li> [May. 19, 2023] Will be serving as Area Chair for AAAI'24. </li>
<li> [Apr. 4, 2023] Rishubh Parihar won the Best Presentation Award in the Visual Analytics track in the 14th EECS Symposium, 2023. Congrats, Rishubh! </li>
<li> [Mar. 8, 2023] Will be serving as Area Chair for NeurIPS'23. </li>
<li> [Feb. 27, 2023] We have 3 papers accepted in CVPR 2023, Congrats Abhipsa, Sravanti, Harsh, Tejan, Samyak, Lavish, Kartik, Priyam, and Pawan! </li>
<li> [Jan. 21,2023] We have a paper accepted in ICLR 2023. Congrats Sravanti and Anshul! (This is a joint work with Google Research India.)</li>
<li> [Dec. 13,2022] Will be serving as Area Chair for ICCV'23. </li>
<li> [Oct. 18,2022] Will be serving as Area Chair for CVPR'23 and AISTATS'23. </li>
<li> [Oct. 9, 2022] Congrats Harsh and Rishubh! for receiving Pratiksha trust travel grant for presenting the papers at ECCV and ACMMM.
<li> [Sep 15, 2022] We have 4 papers accepted in NeurIPS 2022, Congrats Jogendra, Sravanti, Harsh, Samyak, Srinivas, Mayank, Suvaansh, Akshay, Sumukh, and Hiran! </li>
<li> [Jul 4, 2022] We have 6 papers accepted in ECCV 2022, Congrats Deepak, Jogendra, Sravanti, Harsh, Tejan, Rishubh, Suvaansh, Akshay, Samyak, Gaurang, Hiran, Naman, Susmit, Abhinav, Jimmy, Kaushal and Priyam! </li>
<li> [Jun 30, 2022] We have a paper accepted in ACMMM 2022, Congrats Rishubh, Ankit and Tejan! </li>
<li> [May 15, 2022] We have 2 papers accepted in ICML 2022, Congrats Jogendra, Harsh, Akshay, Suvaansh, Sumukh, Mayank, Arihant, Deepesh and Shreyas! </li>
<li> [May 14, 2022] Will be serving as Area Chair for ACML 2022. </li>
<li> [May 10, 2022] Jogendra will be presenting his work on Self-supervised Frameworks for 3D Human Pose Estimation as part of NAVER LABS Europe seminar series on May 12. <a href="https://europe.naverlabs.com/research/seminars/self-supervised-frameworks-for-3d-human-pose-estimation/">More details</a> </li>
<li> [Apr. 13, 2022] Jogendra bags best presentation award at EECS Research Students' Symposium 2022 in Visual Analytics cluster. Congratulations Jogendra! </li>
<li> [Mar. 11, 2022] Prof. R. Venkatesh Babu conferred with Prof. Satish Dhawan Young Engineers State Award 2019 <a href="https://cds.iisc.ac.in/news/prof-r-venkatesh-babu-conferred-with-prof-satish-dhawan-young-engineers-state-award-2019/">[Details]</a> </li>
<li> [Mar. 2, 2022] We have 2 papers accepted in CVPR 2022, Congrats Jogendra, Sunandini, Sravanti, Siddharth and Pradyumna! </li>
<li> [Feb. 12, 2022] Sravanti will be delivering a talk on "<a href="https://trustmlresearch.github.io/seminar-talks/index_sravanti_addepalli.html">Efficient and Effective Adversarial Training</a>" at TrustML Young Scientist seminar on 16 Feb. <a href="https://trustmlresearch.github.io/online-seminar-series/2022-Janurary/index.html">More details</a> </li>
<li> [Dec. 1, 2021] We have 2 papers accepted in AAAI 2022, Congrats Jogendra, Deepak, Akshay, Suvaansh and Abhinav! </li>
<li> [Nov. 24, 2021] Our paper titled "Few-Shot Domain Adaptation for Low Light RAW Image Enhancement" awarded as Best Student Paper - runners-up at BMVC 2021! Congrats Ram, Vishal, and Nihar!
<li> [Oct. 27, 2021] Ram successfully defended his PhD thesis today. Congrats Dr. K. Ram Prabhakar! </li>
<li> [Oct. 15, 2021] We have 1 paper accepted in BMVC 2021, Congrats Ram, Vishal, and Nihar! </li>
<li> [Oct. 4, 2021] We have 1 paper accepted in WACV 2022, Congrats Tejan, Abhinav, Harsha, and Susmit! </li>
<li> [Sep. 29, 2021] We have 3 papers accepted in NeurIPS 2021, Congrats Jogendra, Rakesh, Gaurang, Sravanti, Siddharth, Arya, Anirudh and Pradyumna! </li>
<li> [Sept. 24, 2021] Jogendra awarded with the prestigious <a href="https://research.google/outreach/phd-fellowship/recipients/">Google PhD Fellowship</a>. Congratulations Jogendra!
<li> [Aug. 22, 2021] Our paper titled "Self-Gated Memory Recurrent Network for Efficient Scalable HDR Deghosting" is accepted in IEEE Trans. Computational Imaging (TCI). Congrats Ram and Susmit! </li>
<li> [Jul. 23, 2021] We have 3 papers accepted in ICCV 2021, including one joint work with CMU and Verisk. Congrats Jogendra, Akshay, Amit, Harsh, Arihant, Sumukh, and Tejan! </li>
<li> [Jul. 18, 2021] Will be serving as Area Chair for AAAI 2022. </li>
<li> [June 25, 2021] Congrats Sravanti for receiving Qualcomm Innovation Fellowship India (QIF) award! </li>
<li> [May. 20, 2021] 3 VAL members (Sravanti, Konda Reddy and Venkatesh Babu) recognized as outstanding reviewers by CVPR-21. <a href="http://cvpr2021.thecvf.com/node/184">[Link]</a></li>
<li> [May 13, 2021] We have a paper accepted in UAI 2021. Congrats Harsh and Konda Reddy! </li>
<li> [Apr. 29,2021] Will be serving as Area Chair for CVPR 2022. </li>
<li> [Apr. 15,2021] Deepak successfully defended his PhD thesis today. Congrats Dr. Deepak Babu Sam! </li>
<li> [Mar. 19, 2021] Recognized as outstanding reviewer for ICLR-2021. Thanks to VAL members helped in reviewing. </li>
<li> [Mar. 1, 2021] We have a paper accepted in CVPR 2021. Congrats Ram, Gowtham and Susmit! </li>
<li> [Feb. 19, 2021] Congrats Navaneet for receiving the NetApp Medal for Best MTech (Res) thesis, 2020. </li>
<li> [Dec. 20,2020] Congrats Konda Reddy! for winning the prestigious <a href="http://www.iitj.ac.in/icvgip20-21/2020/awards.php">IUPRAI-Doctoral Dissertation Award</a> for 2018-19 at ICVGIP 2020. </li>
<li> [Nov. 26,2020] Grateful for SERB Science and Technology Award for Research <a href="https://twitter.com/iiscbangalore/status/1332282041023426562">(SERB-STAR)</a> in recognition of our research contributions. </li>
<li> [Sep. 25,2020] We have two papers accepted in NeurIPS-2020. Congrats Gaurang, Sravanti, Arya, Naveen, Jogendra, Ambareesh and Durgesh! </li>
<li> [Sep. 14,2020] Congrats Sravanti! for receiving <a href="https://ai.googleblog.com/2020/10/announcing-2020-google-phd-fellows.html">Google PhD Fellowship</a> in Machine Learning, 2020 </li>
<li> [Aug. 5,2020] Thankful to Verisk for the AI Faculty Research Award 2020 </li>
<li> [Jul. 21,2020] Congrats Reddy! for receiving the Best Doctoral Dissertation Award at SPCOM 2020 </li>
<li> [Jul. 3,2020] Our joint work with <a href="https://engineering.jhu.edu/vpatel36/">JHU-VIU lab</a> on crowd counting accepted at ECCV 2020. </li>
<li> [Jul. 3,2020] We have a total of 5 papers accepted in ECCV-2020. Congrats Ram, Jogendra, Deepak, Rakesh, Naveen, Ambareesh, Govind, Rahul, Susmit, Durgesh and Balraj! </li>
<li> [Jun. 29,2020] Vivek successfully defended his Masters thesis today. Congrats Vivek! </li>
<li> [Jun. 28,2020] Congrats Jogendra for receiving Qualcomm Innovation Fellowship India (QIF) award! </li>
<li> [Apr. 30,2020] Our lab received an unrestricted gift from Google in support of excellent research in academia. Congrats to all lab members! </li>
<li> [Apr. 22,2020] Navaneet successfully defended his Masters thesis today. Congrats Navaneet! </li>
<li> [Feb.25,2020] Congrats Ravi! for receiving Sir Vithal N Chandavarkar Memorial Medal for Ph.D Thesis. </li>
<li> [Feb. 24,2020] We have a total of 6 papers accepted in CVPR-2020. Congrats Jogendra, Vivek, Sravanti, Navaneet, Ansu, Naveen, Siddharth, Rakesh, Ambareesh, Rahul, Arya, Gaurang and Shashank! </li>
<li> [Feb. 10,2020] Our paper titled "Locate, Size and Count: Accurately Resolving People in Dense Crowds via Detection" is accepted in IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI). Congrats Deepak, Skand, Mukundha and Amogh! </li>
<li> [Feb. 6,2020] Press coverage of our recent adversarial attack work (FDA). Click <a href="https://www.deccanherald.com/city/top-bengaluru-stories/city-scientists-develop-method-to-protect-image-recognition-systems-801930.html">here</a> for the report in Deccan Herald.</li>
<li> [Dec. 28,2019] Congrats Sravanti for receiving Pratiksha Travel Grant for presenting paper at AAAI'20. </li>
<li> [Dec. 11,2019] We have a total of 5 papers accepted in WACV-2020 (after 2nd round). Congrats Jogendra, Deepak, Surbhi, Himanshu, Priyanka, Rahul, Anirudh, Skand, Mukunda, Jay and Gaurav! </li>
<li> [Nov. 29,2019] Congrats Jogendra! for receiving Google Travel Grant for presenting paper at AAAI'20. </li>
<li> [Nov. 12, 2019] Our paper titled "Operator-in-the-Loop Deep Sequential Multi-camera Feature Fusion for Person Re-identification" is accepted in IEEE Trans. Information Forensics and Security. Congrats Navaneet, Ravi and Shashank! </li>
<li> [Nov. 11,2019] We have 2 papers accepted in AAAI-2020. Congrats Jogendra, Sravanti, Siddharth, Gaurav, Rahul and Rakesh! </li>
<li> [Sep. 17,2019] We have 3 papers accepted in WACV-2020. Congrats Jogendra, Deepak, Surbhi, Himanshu, Priyanka, Rahul, Anirudh, Skand and Mukunda! </li>
<li> [Aug. 8,2019] Congrats Jogendra! for receiving Google Travel Grant for attending ICCV'19. </li>
<li> [Jul. 23,2019] We have 3 papers accepted in ICCV-2019. Congrats Jogendra, Aditya, Vivek, Maharshi, Nishank and Dakshit! </li>
<li> [Apr. 22,2019] We have a paper accepted in ICML-2019. Congrats Gaurav, Reddy and Vaisakh! </li>
<li> [Feb. 14,2019] Konda Reddy Mopuri successfully defended his PhD thesis today. Congrats Dr. Konda Reddy! </li>
<li> [Jan. 15,2019] Congrats Jogendra! for receiving Wipro PhD fellowship. </li>
<li> [Dec. 20,2018] Congrats Ravi! for receiving IUPRAI-Doctoral Dissertation Award for 2017-18 at ICVGIP 2018. </li>
<li> [Dec. 11,2018] Congrats Deepak! for receiving Google Travel grant for attending AAAI'19. </li>
<li> [Nov. 30,2018] Press coverage of our deep model for social (pictionary) game. Click <a href="https://timesofindia.indiatimes.com/home/science/social-games-new-ai-model-to-aid-future-robots-fit-in-our-settings/articleshowprint/66882227.cms">here</a> for the news report in The Times of India.</li>
<li> [Nov. 01,2018] We have 3 papers accepted in AAAI-2019. Congrats Navaneet, Priyanka, Deepak, Jogendra and Maharshi! </li>
<li> [Oct. 29, 2018] Our paper titled "CNN Fixations: An unraveling approach to visualize the discriminative image regions" is accepted in IEEE Trans. Image Processing (TIP). Congrats Reddy and Utsav! </li>
<li> [Oct. 17,2018] Our paper titled "Pictionary-style word-guessing on hand-drawn object sketches: dataset, analysis and deep network models" is accepted in IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI). Congrats Ravi, Shiv and Trisha! </li>
<li> [Oct. 05,2018] Press coverage of our work on adversarial attack on deep neural nets. Click <a href="https://economictimes.indiatimes.com/tech/hardware/artificial-intelligence-driven-machines-can-be-fooled/articleshow/66080911.cms">here</a> for the news report in The Economic Times.</li>
<li> [Sep. 9,2018] VAL team (Haque, Shivang and Venkatesh Babu) won the 3DRMS Challenge for Synthetic Data (Cat A/B) held at ECCV 2018 workshops. Congrats Haque and Shivang! Click <a href="http://trimbot2020.webhosting.rug.nl/events/3drms/challenge/">here </a>for more details.</li>
<li> [Aug. 9,2018] Congrats Vivek! for receiving Pratiksha Travel fellowship for attending ECCV'18. </li>
<li> [July 20,2018] Ravi Kiran successfully defended his PhD thesis today. Congrats Dr. Ravi! </li>
<li> [July 18,2018] Our paper titled "Learning Representations with Strong Supervision for Image Search" received the <b>BEST</b> paper award at SPCOM-2018. Congrats Reddy and Vishal! </li>
<li> [July 13,2018] Our paper titled "Generalizable Data-free Objective for Crafting Universal Adversarial Perturbations" is accepted in IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI). Congrats Reddy and Aditya! </li>
<li> [July 3,2018] We have 2 papers accepted in ECCV-2018. Congrats Reddy, Phani and Vivek! </li>
<li> [July 2,2018] We have a paper accepted in BMVC-2018. Congrats Navaneet, Priyanka and Mayank! </li>
<li> [July 1,2018] We have a paper accepted in ACMMM-2018. Congrats Jogendra, Aditya and Rahul! </li>
<li> [Apr. 11,2018] Congrats Reddy! for receiving prestigious D Nagarajachar Travel Grant for attending CVPR'18. </li>
<li> [Apr 11,2018] We have 2 papers accepted in SPCOM-2018. Congrats Reddy, Vishal, Suraj and Akshay! </li>
<li> [Apr. 6,2018] Congrats Deepak! for receiving Microsoft Research Travel Grant for attending CVPR'18. </li>
<li> [March 21,2018] Congrats Jogendra! for receiving Google Travel Grant for attending CVPR'18. </li>
<li> [February 19,2018] We have 3 papers accepted in CVPR-2018. Congrats Reddy, Jogendra, Deepak, Utsav, Utkarsh, Phani, Anuj and Neeraj! </li>
<li> [Feb. 14,2018] Kruthiventi Srinivas (alumni, M.Sc (Engg)) has been awarded the Subramanian Rajalakshmi Medal for the best M.Sc (Engg) thesis for the year 2016-17. Congrats Srinivas! </li>
<li> [Dec. 7,2017] Congrats Ravi and Deepak for receiving Micorsoft Research India Travel Grant to present their work at AAAI'18, to be held at New Orleans, Louisiana, USA. </li>
<li> [Nov. 7,2017] 2 papers accepted at AAAI'18, Congrats Ravi, Shiv, Trisha and Deepak! </li>
<li> [Oct. 25,2017] 2 papers accepted at NCVPRIPG'17, Congrats Avishek! </li>
<li> [Sept. 3,2017] Press Coverage of our CVPR'17 work on Crowd counting. Click <a href="http://www.deccanchronicle.com/decaf/030917/tech-that-size-up-a-crowd-the-neural-way.html">here </a>for the news report. </li>
<li> [August 18,2017] Congrats Konda Reddy Mopuri! for receiving Pratiksha Travel Grant to present his <a href="https://arxiv.org/abs/1707.05572">paper</a> at BMVC'17, going to be held at the Imperial College, London, UK. </li>
<li> [August 16,2017] Congrats Ram Prabhakar! for receiving Micorsoft Research India Travel Grant to present his work at ICCV'17, to be held at Venice, Italy. </li>
<li> [July 24,2017] Press Coverage of our work on Vehicle counting. Click <a href="https://factordaily.com/tracount-iisc-traffic-vehicle-counting-india/">here </a>for the news report. </li>
<li> [July 17,2017] Paper by Ram Prabhakar, Sai Srikar accepted at ICCV-2017. </li>
<li> [July 2,2017] Paper by Ravi Kiran, Sahil, Isht and Abhijat accepted at ACMMM-2017. </li>
<li> [July 1,2017] Paper by Konda Reddy Mopuri and Utsav Garg accepted at BMVC-2017. </li>
<li> [June 20,2017] Congrats Deepak! for receiving Pratiksha Travel Grant for presenting paper at CVPR'17. </li>
<li> [May 15,2017] Paper by Srinivas and K. Ayush accepted for publication in the IEEE Transactions on Image Processing (TIP) journal. </li>
<li> [May 14,2017] Paper by Suraj Srinivas and Akshay Varun accepted for presentation at Embedded Vision CVPR Workshop-2017. </li>
<li> [May 11,2017] Paper by Nithish accepted for presentation at NTIRE CVPR Workshop-2017. </li>
<li> [March 15,2017] Congrats Ravi! for receiving Google Travel Support for presenting paper at CVPR'17. </li>
<li> [February 28,2017] Paper by Konda Reddy Mopuri and Vishal Athreya accepted for <b>oral</b> presentation at ICME-2017. </li>
<li> [February 28,2017] Paper by Akshay Varun and Suraj Srinivas accepted for <b>oral</b> presentation at ICME-2017. </li>
<li> [February 27,2017] Paper by Shiv Surya and Deepak Babu Sam accepted at CVPR-2017. </li>
<li> [February 27,2017] Paper by Ravi Kiran Sarvadevabhatla and Gurumurthy Swaminathan accepted at CVPR-2017. </li>
<li> [February 17,2017] Paper by Sovan Biswas accepted for publication at Neurocomputing journal. </li>
<li> [February 13,2017] Paper by Ravi Kiran Sarvadevabhatla accepted for publication in the IEEE Transactions on Image Processing (TIP) journal. </li>
<li> [February 4,2017] Book on <a href="https://www.elsevier.com/books/deep-learning-for-medical-image-analysis/zhou/978-0-12-810408-8">Deep Learning for Medical Image Analysis</a>, containing a co-authored invited chapter, has been published by Elsevier. </li>
<img width="20%" height="20%" src="dl-medical.png">
<li> [October 10,2016] A total of 6 papers by Ravi Kiran Sarvadevabhatla, Shiv Surya , Jogendra Nath Kundu, Lokesh Boominathan, Suraj Srinivas and Konda Reddy Mopuri have been accepted for presentation at <a href="http://www.iitg.ernet.in/icvgip2016">ICVGIP 2016</a>, Guwahati, India </li>
<li> [September 18,2016] Press coverage of our work on crowd counting. Click <a href="http://www.deccanherald.com/content/571020/iisc-develops-model-predict-headcount.html">here</a> for the news report in Deccan Herald.</li>
<li> [August 15,2016] Paper by Ravi Kiran Sarvadevabhatla and Shanthakumar Venkatraman (IIT-H) accepted at ACCV 2016, Taipei, Taiwan.</li>
<li> [July 15,2016] Paper by Suraj Srinivas accepted at BMVC 2016, York, UK.</li>
<li> [June 27,2016] Our deep-learning model for predicting eye fixations -- DeepFix -- has been declared the winner of the LSUN 2016 Saliency Challenge, held in conjunction with CVPR 2016. The model is described in the <a href="http://arxiv.org/pdf/1510.02927.pdf">paper</a> by Kruthiventi Srinivas and Kumar Ayush.</li>
<li> [June 25,2016] A total of 4 papers by Ravi Kiran Sarvadevabhatla, Kruthiventi Srinivas, Shiv Surya , Jogendra Nath Kundu, Lokesh Boominathan have been accepted for presentation at <a href="http://www.acmmm.org/2016/">ACMMM 2016</a>, Amsterdam </li>
<li> [June 20,2016] Ravi Kiran Sarvadevabhatla has been awarded the prestigious <a href="https://www.qualcomm.com/invention/research/university-relations/innovation-fellowship/2016-india">Qualcomm Innovation Fellowship 2016</a>. His one-person-team proposal was one of the 4 proposals selected from 31 proposals across India.</li>
<li> [April 29,2016] Nikita Prabhu has been awarded the best poster award for M.Sc. in EECS Research Students Symposium </li>
<li> [March 30,2016] Avinash Ramakanth (alumni,M.Sc (Engg)) has been awarded the Subramanian Rajalakshmi Medal for the best M.Sc (Engg) thesis for the year 2014-15</li>
<li> [March 1,2016] Paper by Kruthiventi Srinivas, Jaley Dholakia and Vennela Gudisa accepted at CVPR 2016, Las Vegas, USA.</li>
<li> [February 16,2016] Ravi Kiran Sarvadevabhatla has been selected for TCS Ph.D. Fellowship Award, 2016 </li>
<li> [January 6-7,2016] Tutorial on Video Analytics and Deep Learning by Prof. Venkatesh Babu, Suraj Srinivas, Ravi Kiran Sarvadevabhatla, Srinivas Kruthiventi, Mopuri Konda Reddy and Nikita Prabhu at MSRIT, Bangalore </li>
<li> [December 21,2015] Papers by Ram Prabhakar and Chintak Sheth accepted for presentation at <a href="http://www.icassp2016.org/">IEEE ICASSP 2016</a>, Shanghai, China</li>
<li> [December 10,2015] Our survey paper on Deep Convolutional Nets for Vision has been accepted for publication in Frontiers in Robotics and AI.</li>
<li> [October 7,2015] <a href="http://val.serc.iisc.ernet.in/expresso/">Expresso</a>, our open-source software for GUI-based design and analysis system for Convolutional Neural Networks, has been accepted for the ICCV 2015 demo track.
<li> [August 29,2015] Paper by Nikita Prabhu accepted for poster presentation at <a href="http://pamitc.org/iccv15/">ICCV 2015</a>, Santiago, Chile</li>
<li> [August 22,2015] Konda Reddy and Srininvas conducted a interactive workshop on Image Analytics using OpenCV at SKCET, Coimbatore, India.</li>
<li> [August 12,2015] Invited talk by Ravi Kiran Sarvadevabhatla and Mopuri Konda Reddy at IIIT-Bangalore </li>
<li> [July 15,2015] Paper by R.Venkatesh Babu accepted in the Journal of Applied Soft Computing </li>
<li> [July 14,2015] <a href="http://www.bangaloremirror.com/bangalore/others/IIScs-Big-Brother-tech-that-spares-no-traffic-offender/articleshow/48060824.cms">Press coverage</a> of our work on Traffic Flow Analysis </li>
<li> [July 6,2015] Paper by Ravi Kiran Sarvadevabhatla accepted for oral presentation at <a href="http://www.acmmm.org/2015/">ACMMM 2015</a>, Brisbane, Australia</li>
<li> [July 3,2015] Paper by Suraj Srinivas accepted for poster presentation at <a href="http://bmvc2015.swan.ac.uk/">BMVC 2015</a></li>
<li> [May 27,2015] Check out <a href="http://val.serc.iisc.ernet.in/expresso">Expresso</a>, a GUI tool created at VAL for designing, training and using deep learning frameworks. </li>
<li> [April 30,2015] Papers by Srinivas Kruthiventi and Sai Srivatsa accepted for poster presentation at <a href="http://www.icip2015.org/">IEEE ICIP 2015</a>, Montreal, Canada</li>
<li> [April 14,2015] Paper by Mopuri Konda Reddy accepted for poster presentation at DeepVision 2015: workshop to be held in conjunction with IEEE CVPR 2015 (Thanks to Microsoft Research India for travel grant)</li>
<li> [April 14,2015] Paper by Kruthiventi Srinivas accepted for oral presentation at GROW 2015: workshop to be held in conjunction with IEEE CVPR 2015 (Thanks to Microsoft Research India for travel grant)</li>
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