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Nandi, S and Addepalli, S and Rangwani, H and Babu, RV (2023) Certified Adversarial Robustness Within Multiple Perturbation Bounds. In: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2023, 18 - 22 June 2023, Vancouver, BC, Canada, pp. 2298-2305.
Prasanna, B and Sanyal, S and Babu, RV (2023) Continual Domain Adaptation through Pruning-aided Domain-specific Weight Modulation. In: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2023, 18 - 22 June 2023, Vancouver, BC, Canada, pp. 2457-2463.
Kundu, JN and Bhambri, S and Kulkarni, A and Sarkar, H and Jampani, V and Babu, RV (2022) Concurrent Subsidiary Supervision for Unsupervised Source-Free Domain Adaptation. In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 23 - 27 October 2022, Tel Aviv, pp. 177-194.
Babu Sam, D and Agarwalla, A and Joseph, J and Sindagi, VA and Babu, RV and Patel, VM (2022) Completely Self-supervised Crowd Counting via Distribution Matching. In: 17th European Conference on Computer Vision, ECCV 2022, 23 - 27 October 2022, Tel Aviv, pp. 186-204.
Karmali, T and Parihar, R and Agrawal, S and Rangwani, H and Jampani, V and Singh, M and Babu, RV (2022) Hierarchical Semantic Regularization of Latent Spaces in StyleGANs. In: 17th European Conference on Computer Vision, ECCV 2022, 23 - 27 October 2022, Tel Aviv, pp. 443-459.
Rangwani, H and Jaswani, N and Karmali, T and Jampani, V and Babu, RV (2022) Improving GANs for Long-Tailed Data Through Group Spectral Regularization. In: 17th European Conference on Computer Vision, ECCV 2022, 23 - 27 October 2022, Tel Aviv, pp. 426-442.
Addepalli, S and Bhogale, K and Dey, P and Babu, RV (2022) Towards Efficient and Effective Self-supervised Learning of Visual Representations. In: 17th European Conference on Computer Vision, ECCV 2022, 23 - 27 October 2022, Tel Aviv, pp. 523-538.
Karmali, T and Atrishi, A and Harsha, SS and Agrawal, S and Jampani, V and Babu, RV (2022) LEAD: Self-Supervised Landmark Estimation by Aligning Distributions of Feature Similarity. In: 22nd IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2022, 4 January 2022 through 8 January 2022, Waikoloa, pp. 3046-3055.
Rakesh, M and Kundu, JN and Jampani, V and Babu, RV (2021) Aligning Silhouette Topology for Self-Adaptive 3D Human Pose Recovery. In: 35th Conference on Neural Information Processing Systems, NeurIPS 2021, 6 - 14 December 2021, Virtual, Online, pp. 4582-4593.
Rangwani, H and Mopuri, KR and Babu, RV (2021) Class Balancing GAN with a Classifier in the Loop. In: 37th Conference on Uncertainty in Artificial Intelligence, UAI 2021, 27 - 30 July 2021, pp. 1618-1627.
Prabhakar, KR and Vinod, V and Sahoo, NR and Babu, RV (2021) Few-Shot Domain Adaptation for Low Light RAW Image Enhancement. In: UNSPECIFIED.
Venkatesh, R and Karmali, T and Sharma, S and Ghosh, A and Babu, RV and Jeni, LA and Singh, M (2021) Deep Implicit Surface Point Prediction Networks. In: Proceedings of the IEEE International Conference on Computer Vision, 10 - 17 October 2021, Montreal, QC, Canada, pp. 12633-12642.
Kundu, JN and Kulkarni, A and Singh, A and Jampani, V and Babu, RV (2021) Generalize then Adapt: Source-Free Domain Adaptive Semantic Segmentation. In: 18th IEEE/CVF International Conference on Computer Vision, ICCV 2021, 1 - 17 October 2021, Virtual, Online, pp. 7026-7036.
Rangwani, H and Jain, A and Aithal, SK and Babu, RV (2021) S3VAADA: Submodular Subset Selection for Virtual Adversarial Active Domain Adaptation. In: 18th IEEE/CVF International Conference on Computer Vision, ICCV 2021, 11 -17 October 2021, Virtual, Online, pp. 7496-7505.
Sam, DB and Peri, SV and Sundararaman, MN and Kamath, A and Babu, RV (2021) Locate, size, and count: Accurately resolving people in dense crowds via detection. In: IEEE Transactions on Pattern Analysis and Machine Intelligence, 43 (8). pp. 2739-2751.
Addepalli, S and Jain, S and Sriramanan, G and Babu, RV (2021) Boosting adversarial robustness using feature level stochastic smoothing. In: IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 19-25 June 2021, Nashville, pp. 93-102.
Kundu, JN and Venkatesh, RM and Venkat, N and Revanur, A and Babu, RV (2020) Class-Incremental Domain Adaptation. In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 23 - 28 August 2020, Glasgow, pp. 53-69.
Sindagi, VA and Yasarla, R and Babu, DS and Babu, RV and Patel, VM (2020) Learning to Count in the Crowd from Limited Labeled Data. In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 23 - 28 August 2020, Glasgow, pp. 212-229.
Majumder, A and Babu, RV and Chakraborty, A (2020) PerSeg : segmenting salient objects from bag of single image perturbations. In: Multimedia Tools and Applications, 79 (3-4). pp. 2473-2493.
Prabhakar, KR and Agrawal, S and Singh, DK and Ashwath, B and Babu, RV (2020) Towards Practical and Efficient High-Resolution HDR Deghosting with CNN. In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 23 - 28 August 2020, Glasgow, pp. 497-513.
Addepalli, S and Tamboli, D and Babu, RV and Banerjee, B (2020) Saliency-Driven Class Impressions for Feature Visualization of Deep Neural Networks. In: Proceedings - International Conference on Image Processing, 25-28, September 2020, Virtual, Abu Dhabi; United Arab Emirates, pp. 1936-1940.
Kundu, JN and Revanur, A and Waghmare, GV and Venkatesh, RM and Babu, RV (2020) Unsupervised Cross-Modal Alignment for Multi-person 3D Pose Estimation. In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 23-28 August 2020, Glasgow, pp. 35-52.
Prabhakar, KR and Ramaswamy, A and Bhambri, S and Gubbi, J and Babu, RV and Purushothaman, B (2020) CDNet++: Improved Change Detection with Deep Neural Network Feature Correlation. In: International Joint Conference on Neural Networks, IJCNN 2020;, 19 July 2020 through 24 July 2020, Virtual, Glasgow; United Kingdom.
Vivek, BS and Revanur, A and Venkat, N and Babu, RV (2020) Plug-and-pipeline: Efficient regularization for single-step adversarial training. In: 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2020, 14-19 June 2020, United States, pp. 138-146.
Vivek, BS and Babu, RV (2020) Single-step adversarial training with dropout scheduling. In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 14 - 19 June 2020, Virtual, Online, pp. 947-956.
Addepalli, S and Nayak, GK and Chakraborty, A and Babu, RV (2020) Degan: Data-enriching gan for retrieving representative samples from a trained classifier. In: AAAI 2020 - 34th AAAI Conference on Artificial Intelligence, 7 - 12 February 2020, New York, pp. 3130-3137.
Kundu, JN and Seth, S and Rahul, MV and Rakesh, M and Babu, RV and Chakraborty, A (2020) Kinematic-structure-preserved representation for unsupervised 3d human pose estimation. In: AAAI 2020 - 34th AAAI Conference on Artificial Intelligence, 7 - 12 February 2020, New York, pp. 11312-11319.
Kundu, JN and Buckchash, H and Mandikal, P and Rahul, MV and Jamkhandi, A and Babu, RV (2020) Cross-conditioned recurrent networks for long-term synthesis of inter-person human motion interactions. In: 2020 IEEE Winter Conference on Applications of Computer Vision (WACV), 1-5 March 2020, Snowmass Village, CO, USA, USA, pp. 2713-2722.
Aggarwal, S and Babu, RV and Chakraborty, A (2020) Text-based person search via attribute-aided matching. In: IEEE/CVF Winter Conference on Applications of Computer Vision, 1-5 March 2020, Snowmass Village, United States, pp. 2606-2614.
Kundu, JN and Rahul, MV and Patravali, J and Babu, RV (2020) Unsupervised cross-dataset adaptation via probabilistic amodal 3D human pose completion. In: 2020 IEEE/CVF Winter Conference on Applications of Computer Vision, 1 - 5 March 2020, Snowmass Village; United States, pp. 458-467.
Kundu, JN and Singh Rajput, G and Babu, RV (2020) VRT-Net: Real-time scene parsing via variable resolution transform. In: 2020 IEEE Winter Conference on Applications of Computer Vision (WACV), 1-5 March 2020, Snowmass Village, CO, USA, USA, pp. 2038-2045.
Venkat, N and Nath, J and Durgesh, K and Singh, K and Revanur, A and Babu, RV (2020) Your classifier can secretly suffice multi-source domain adaptation. In: 34th Conference on Neural Information Processing Systems, NeurIPS 2020, 6-12 December, 2020, virtual.
Nayak, GK and Shreemali, U and Babu, RV and Chakraborty, A (2019) Efficient Person Re-Identification in Videos Using Sequence Lazy Greedy Determinantal Point Process (SLGDPP). In: 26th IEEE International Conference on Image Processing, ICIP 2019, 22 - 25 September 2019, Taipei, pp. 4569-4573.
Vivek, BS and Baburaj, A and Babu, RV (2019) Regularizer to mitigate gradient masking effect during single-step adversarial training. In: 32nd IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2019, 16 June 2019 - 20 June 2019, Long Beach, pp. 66-73.
Navaneet, KL and Todi, V and Babu, RV and Chakraborty, A (2019) All for One: Frame-wise Rank Loss for Improving Video-based Person Re-identification. In: 44th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019, 12 - 17 May 2019, Brighton, pp. 2472-2476.
Prabhakar, KR and Arora, R and Swaminathan, A and Singh, KP and Babu, RV (2019) A Fast, Scalable, and Reliable Deghosting Method for Extreme Exposure Fusion. In: 2019 IEEE International Conference on Computational Photography, ICCP 2019, 15 May 2019 - 17 May 2019, Tokyo.
Mopuri, KR and Athreya, VB and Babu, RV (2019) Learning representations with strong supervision for image search. In: 12th International Conference on Signal Processing and Communications, SPCOM 2018, 16 - 19 July 2018, Bangalore, pp. 192-196.
Mandikal, P and Babu, RV (2019) Dense 3D point cloud reconstruction using a deep pyramid network. In: UNSPECIFIED, pp. 1052-1060.
Kundu, JN and Gor, M and Uppala, PK and Babu, RV (2019) Unsupervised feature learning of human actions as trajectories in pose embedding manifold. In: UNSPECIFIED, pp. 1459-1467.
Subramanya, A and Mopuri, KR and Babu, RV (2018) BatchOut: Batch-level feature augmentation to improve robustness to adversarial examples. In: 11th Indian Conference on Computer Vision, Graphics and Image Processing, ICVGIP 2018, 18-22 December 2018, International Institute of Information Technology Hyderabad.
Mopuri, KR and Uppala, PK and Babu, RV (2018) Ask, acquire, and attack: data-free UAP generation using class impressions. In: 15th European Conference on Computer Vision, ECCV 2018, 8 - 14 September 2018, Munich, pp. 20-35.
Vivek, BS and Mopuri, KR and Babu, RV (2018) Gray-box adversarial training. In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8 - 14 September 2018, Munich, pp. 213-228.
Majumder, A and Babu, RV and Chakraborty, A (2018) Anomaly from motion: Unsupervised extraction of visual irregularity via motion prediction. In: 6th National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics, NCVPRIPG 2017, 16 - 19 December 2017, Mandi, pp. 66-77.
Acharya, Aniruddha K and Babu, RV and Vadhiyar, Sathish S (2018) A real-time implementation of SIFT using GPU. In: JOURNAL OF REAL-TIME IMAGE PROCESSING, 14 (2). pp. 267-277.
Biswas, Sovan and Babu, RV (2017) Anomaly detection via short local trajectories. In: NEUROCOMPUTING, 242 . pp. 63-72.
Gurumurthy, Swaminathan and Sarvadevabhatla, Ravi Kiran and Babu, RV (2017) DeLiGAN : Generative Adversarial Networks for Diverse and Limited Data. In: 30TH IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2017), JUL 21-26, 2016, Honolulu, HI, pp. 4941-4949.
Rahman, Hisham and Soundararajan, Rajiv and Babu, RV (2017) Evaluating Multiexposure Fusion Using Image Information. In: IEEE SIGNAL PROCESSING LETTERS, 24 (11). pp. 1671-1675.
Rahman, Hisham and Soundararajan, Rajiv and Babu, RV (2017) Evaluating Multiexposure Fusion Using Image Information. In: IEEE SIGNAL PROCESSING LETTERS, 24 (11). pp. 1671-1675.
Sarvadevabhatla, Ravi Kiran and Suresh, Sudharshan and Babu, RV (2017) Object Category Understanding via Eye Fixations on Freehand Sketches. In: IEEE TRANSACTIONS ON IMAGE PROCESSING, 26 (5). pp. 2508-2518.
Sam, Deepak Babu and Surya, Shiv and Babu, RV (2017) Switching Convolutional Neural Network for Crowd Counting. In: 30TH IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2017), JUL 21-26, 2016, Honolulu, HI, pp. 4031-4039.
Boominathan, Lokesh and Srinivas, Suraj and Babu, RV (2016) Compensating for Large In-Plane Rotations in Natural Images. In: 10th Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP), DEC 18-22, 2016, Indian Inst Technol, Guwahati, INDIA.
Kruthiventi, Srinivas SS and Gudisa, Vennela and Dholakiya, Jaley H and Babu, RV (2016) Saliency Unified: A Deep Architecture for simultaneous Eye Fixation Prediction and Salient Object Segmentation. In: 29th IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), JUN 26-JUL 01, 2016, Las Vegas, NV, pp. 5781-5790.
Suresh, S and Babu, RV and Kim, HJ (2009) No-reference image quality assessment using modified extreme learning machine classifier. In: Applied Soft Computing, 9 (2). pp. 541-552.
Jeyakar, Jaideep and Babu, RV and Ramakrishnan, KR (2008) Robust object tracking with background-weighted local kernels. In: Computer Vision and Image Understanding, 112 (3). pp. 296-309.
Babu, RV and Makur, Anamitra (2007) Kernel-based spatial-color modeling for fast moving object tracking. In: 32nd IEEE International Conference on Acoustics, Speech and Signal Processing, APR 15-20, 2007, Honolulu, HI.
Babu, RV and Ramakrishnan, KR and Srinivasan, SH (2004) Video Object Segmentation: A Compressed Domain Approach. In: IEEE Transactions On Circuits And Systems For Video Technology, 14 (4). pp. 462-474.
