Sathyanarayanan N. Aakur

71 papers A* 2A 2B 1C 3Misc 1Journal 39Unranked 22

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CVT-Bench: Counterfactual Viewpoint Transformations Reveal Unstable Spatial Representations in Multimodal LLMs. CoRR Shanmukha Vellamcheti, Uday Kiran Kothapalli, Disharee Bhowmick, Sathyanarayanan N. Aakur
2026	J	`jnl`	STaTS: Structure-aware temporal sequence summarization via statistical window merging. Pattern Recognit. Lett. Disharee Bhowmick, Ranjith Ramanathan, Sathyanarayanan N. Aakur
2025	J	`jnl`	A Probabilistic Jump-Diffusion Framework for Open-World Egocentric Activity Recognition. CoRR Sanjoy Kundu, Shanmukha Vellamcheti, Sathyanarayanan N. Aakur
2025	J	`jnl`	CRAFT-E: A Neuro-Symbolic Framework for Embodied Affordance Grounding. CoRR Zhou Chen, Joe Lin, Carson Bulgin, Sathyanarayanan N. Aakur
2025	C	`conf`	CRAFT: A Neuro-Symbolic Framework for Visual Functional Affordance Grounding. NeSy Zhou Chen, Joe Lin, Sathyanarayanan N. Aakur
2025	J	`jnl`	CRAFT: A Neuro-Symbolic Framework for Visual Functional Affordance Grounding. CoRR Zhou Chen, Joe Lin, Sathyanarayanan N. Aakur
2025	J	`jnl`	EASE: Embodied Active Event Perception via Self-Supervised Energy Minimization. CoRR Zhou Chen, Sanjoy Kundu, Harsimran S. Baweja, Sathyanarayanan N. Aakur
2025	J	`jnl`	EASE: Embodied Active Event Perception via Self-Supervised Energy Minimization. IEEE Robotics Autom. Lett. Zhou Chen, Sanjoy Kundu, Harsimran S. Baweja, Sathyanarayanan N. Aakur
2025	J	`jnl`	FSP-DETR: Few-Shot Prototypical Parasitic Ova Detection. CoRR Shubham Trehan, Udhav Ramachandran, Akash Rao, Ruth Scimeca, Sathyanarayanan N. Aakur
2025	J	`jnl`	Generalized Event Partonomy Inference with Structured Hierarchical Predictive Learning. CoRR Zhou Chen, Joe Lin, Sathyanarayanan N. Aakur
2025	J	`jnl`	Hallucinate, Ground, Repeat: A Framework for Generalized Visual Relationship Detection. CoRR Shanmukha Vellamcheti, Sanjoy Kundu, Sathyanarayanan N. Aakur
2025	J	`jnl`	ProbRes: Probabilistic Jump Diffusion for Open-World Egocentric Activity Recognition. CoRR Sanjoy Kundu, Shanmukha Vellamchetti, Sathyanarayanan N. Aakur
2025	—	`conf`	Revisiting Word Embeddings in the LLM Era. IJCNLP-AACL (long papers) Yash Mahajan, Matthew Freestone, Naman Bansal, Sathyanarayanan N. Aakur, Shubhra Kanti Karmaker
2025	J	`jnl`	STaTS: Structure-Aware Temporal Sequence Summarization via Statistical Window Merging. CoRR Disharee Bhowmick, Ranjith Ramanathan, Sathyanarayanan N. Aakur
2024	J	`jnl`	ALGO: Object-Grounded Visual Commonsense Reasoning for Open-World Egocentric Action Recognition. CoRR Sanjoy Kundu, Shubham Trehan, Sathyanarayanan N. Aakur
2024	J	`jnl`	An insight on recent advancements and future perspectives in detection techniques of Parkinson's disease. Evol. Intell. Snehith Sankineni, Aanchal Saraswat, M. Suchetha, Sathyanarayanan N. Aakur, S. Sehastrajit, Edwin Dhas D
2024	—	`conf`	Capturing Temporal Components for Time Series Classification. ICPR (1) Venkata Ragavendra Vavilthota, Ranjith Ramanathan, Sathyanarayanan N. Aakur
2024	J	`jnl`	Capturing Temporal Components for Time Series Classification. CoRR Venkata Ragavendra Vavilthota, Ranjith Ramanathan, Sathyanarayanan N. Aakur
2024	—	`conf`	Discovering Novel Actions from Open World Egocentric Videos with Object-Grounded Visual Commonsense Reasoning. ECCV (59) Sanjoy Kundu, Shubham Trehan, Sathyanarayanan N. Aakur
2024	J	`jnl`	Pipelined Structure in the Classification of Skin Lesions Based on Alexnet CNN and SVM Model With Bi-Sectional Texture Features. IEEE Access V. S. S. Bala Tripura Sathvika, Nagilla Anmisha, Vada Thanmayi, M. Suchetha, Edwin Dhas D, S. Sehastrajit, Sathyanarayanan N. Aakur
2024	—	`conf`	Self-supervised Multi-actor Social Activity Understanding in Streaming Videos. ICPR (15) Shubham Trehan, Sathyanarayanan N. Aakur
2024	J	`jnl`	Self-supervised Multi-actor Social Activity Understanding in Streaming Videos. CoRR Shubham Trehan, Sathyanarayanan N. Aakur
2024	—	`conf`	Shape-Graph Matching Network (SGM-net): Registration for Statistical Shape Analysis. ISBI Shenyuan Liang, Anuj Srivastava, Maurício Pamplona Segundo, Sudeep Sarkar, Sathyanarayanan N. Aakur
2024	J	`jnl`	TEPI: Taxonomy-Aware Embedding and Pseudo-Imaging for Scarcely-Labeled Zero-Shot Genome Classification. IEEE J. Biomed. Health Informatics Sathyanarayanan N. Aakur, Vishalini R. Laguduva, Priyadharsini Ramamurthy, Akhilesh Ramachandran
2024	J	`jnl`	TEPI: Taxonomy-aware Embedding and Pseudo-Imaging for Scarcely-labeled Zero-shot Genome Classification. CoRR Sathyanarayanan N. Aakur, Vishalini R. Laguduva, Priyadharsini Ramamurthy, Akhilesh Ramachandran
2023	J	`jnl`	Discovering Novel Actions in an Open World with Object-Grounded Visual Commonsense Reasoning. CoRR Sathyanarayanan N. Aakur, Sanjoy Kundu, Shubham Trehan
2023	A*	`conf`	IS-GGT: Iterative Scene Graph Generation with Generative Transformers. CVPR Sanjoy Kundu, Sathyanarayanan N. Aakur
2023	J	`jnl`	Leveraging Symbolic Knowledge Bases for Commonsense Natural Language Inference Using Pattern Theory. IEEE Trans. Pattern Anal. Mach. Intell. Sathyanarayanan N. Aakur, Sudeep Sarkar
2023	C	`conf`	ProtoKD: Learning from Extremely Scarce Data for Parasite Ova Recognition. ICMLA Shubham Trehan, Udhav Ramachandran, Ruth Scimeca, Sathyanarayanan N. Aakur
2023	J	`jnl`	ProtoKD: Learning from Extremely Scarce Data for Parasite Ova Recognition. CoRR Shubham Trehan, Udhav Ramachandran, Ruth Scimeca, Sathyanarayanan N. Aakur
2023	J	`jnl`	Shape-Graph Matching Network (SGM-net): Registration for Statistical Shape Analysis. CoRR Shenyuan Liang, Maurício Pamplona Segundo, Sathyanarayanan N. Aakur, Sudeep Sarkar, Anuj Srivastava
2022	J	`jnl`	A Rich Recipe Representation as Plan to Support Expressive Multi Modal Queries on Recipe Content and Preparation Process. CoRR Vishal Pallagani, Priyadharsini Ramamurthy, Vedant Khandelwal, Revathy Venkataramanan, Kausik Lakkaraju, Sathyanarayanan N. Aakur, Biplav Srivastava
2022	—	`conf`	Actor-Centered Representations for Action Localization in Streaming Videos. ECCV (38) Sathyanarayanan N. Aakur, Sudeep Sarkar
2022	—	`conf`	Bayesian Tracking of Video Graphs Using Joint Kalman Smoothing and Registration. ECCV (35) Aditi Basu Bal, Ramy Mounir, Sathyanarayanan N. Aakur, Sudeep Sarkar, Anuj Srivastava
2022	B	`conf`	ISD-QA: Iterative Distillation of Commonsense Knowledge from General Language Models for Unsupervised Question Answering. ICPR Priyadharsini Ramamurthy, Sathyanarayanan N. Aakur
2022	J	`jnl`	Iterative Scene Graph Generation with Generative Transformers. CoRR Sanjoy Kundu, Sathyanarayanan N. Aakur
2022	J	`jnl`	Knowledge guided learning: Open world egocentric action recognition with zero supervision. Pattern Recognit. Lett. Sathyanarayanan N. Aakur, Sanjoy Kundu, Nikhil Gunti
2022	—	`conf`	Peanut Seed Germination Detection from Aerial Images. AIPR Shengfang Ma, Yuting Zhou, K. Colton Flynn, Sathyanarayanan N. Aakur
2022	J	`jnl`	Scalable Pathogen Detection from Next Generation DNA Sequencing with Deep Learning. CoRR Sai Narayanan, Sathyanarayanan N. Aakur, Priyadharsini Ramamurthy, Arunkumar Bagavathi, Vishalini Ramnath, Akhilesh Ramachandran
2022	A	`conf`	Towards Active Vision for Action Localization with Reactive Control and Predictive Learning. WACV Shubham Trehan, Sathyanarayanan N. Aakur
2021	J	`jnl`	Learning Actor-centered Representations for Action Localization in Streaming Videos using Predictive Learning. CoRR Sathyanarayanan N. Aakur, Sudeep Sarkar
2021	—	`conf`	LexDivPara: A Measure of Paraphrase Quality with Integrated Sentential Lexical Complexity. IntelliSys (3) Thanh Thieu, Ha Do, Thanh Duong, Shi Pu, Sathyanarayanan N. Aakur, Saad Khan
2021	J	`jnl`	MG-NET: Leveraging Pseudo-Imaging for Multi-Modal Metagenome Analysis. CoRR Sathyanarayanan N. Aakur, Sai Narayanan, Vineela Indla, Arunkumar Bagavathi, Vishalini Laguduva Ramnath, Akhilesh Ramachandran
2021	—	`conf`	MG-NET: Leveraging Pseudo-imaging for Multi-modal Metagenome Analysis. MICCAI (5) Sathyanarayanan N. Aakur, Sai Narayanan, Vineela Indla, Arunkumar Bagavathi, Vishalini Laguduva Ramnath, Akhilesh Ramachandran
2021	—	`conf`	Metagenome2Vec: Building Contextualized Representations for Scalable Metagenome Analysis. ICDM (Workshops) Sathyanarayanan N. Aakur, Vineela Indla, Vennela Indla, Sai Narayanan, Arunkumar Bagavathi, Vishalini Laguduva Ramnath, Akhilesh Ramachandran
2021	J	`jnl`	Metagenome2Vec: Building Contextualized Representations for Scalable Metagenome Analysis. CoRR Sathyanarayanan N. Aakur, Vineela Indla, Vennela Indla, Sai Narayanan, Arunkumar Bagavathi, Vishalini Laguduva Ramnath, Akhilesh Ramachandran
2021	—	`conf`	Sim2Real for Metagenomes: Accelerating Animal Diagnostics with Adversarial Co-training. PAKDD (1) Vineela Indla, Vennela Indla, Sai Narayanan, Akhilesh Ramachandran, Arunkumar Bagavathi, Vishalini Laguduva Ramnath, Sathyanarayanan N. Aakur
2021	J	`jnl`	Towards Active Vision for Action Localization with Reactive Control and Predictive Learning. CoRR Shubham Trehan, Sathyanarayanan N. Aakur
2021	—	`conf`	Unsupervised Gaze Prediction in Egocentric Videos by Energy-based Surprise Modeling. VISIGRAPP (5: VISAPP) Sathyanarayanan N. Aakur, Arunkumar Bagavathi
2020	—	`conf`	Action Localization Through Continual Predictive Learning. ECCV (14) Sathyanarayanan N. Aakur, Sudeep Sarkar
2020	J	`jnl`	Action Localization through Continual Predictive Learning. CoRR Sathyanarayanan N. Aakur, Sudeep Sarkar
2020	—	`conf`	Benchmark and Evaluation of Low Resource Object Detection in Biomedical Images. AIPR Sanjoy Kundu, Nikhil Gunti, Bailey Hendrickson, Sunil More, Sathyanarayanan N. Aakur
2020	Misc	`conf`	Dissecting Convolutional Neural Networks for Efficient Implementation on Constrained Platforms. VLSID Vishalini R. Laguduva, Shakil Mahmud, Sathyanarayanan N. Aakur, Robert Karam, Srinivas Katkoori
2020	C	`conf`	GRaDL: A Framework for Animal Genome Sequence Classification with Graph Representations and Deep Learning. ICMLA Sai Narayanan, Akhilesh Ramachandran, Sathyanarayanan N. Aakur, Arunkumar Bagavathi
2020	J	`jnl`	Genome Sequence Classification for Animal Diagnostics with Graph Representations and Deep Neural Networks. CoRR Sai Narayanan, Akhilesh Ramachandran, Sathyanarayanan N. Aakur, Arunkumar Bagavathi
2020	J	`jnl`	Knowledge Guided Learning: Towards Open Domain Egocentric Action Recognition with Zero Supervision. CoRR Sathyanarayanan N. Aakur, Sanjoy Kundu, Nikhil Gunti
2020	J	`jnl`	Unsupervised Gaze Prediction in Egocentric Videos by Energy-based Surprise Modeling. CoRR Sathyanarayanan N. Aakur, Arunkumar Bagavathi
2019	A*	`conf`	A Perceptual Prediction Framework for Self Supervised Event Segmentation. CVPR Sathyanarayanan N. Aakur, Sudeep Sarkar
2019	J	`jnl`	Abductive Reasoning as Self-Supervision for Common Sense Question Answering. CoRR Sathyanarayanan N. Aakur, Sudeep Sarkar
2019	—	`—`	Beyond Labels and Captions: Contextualizing Grounded Semantics for Explainable Visual Interpretation. Sathyanarayanan N. Aakur
2019	—	`conf`	Fine-grained Action Detection in Untrimmed Surveillance Videos. WACV Workshops Sathyanarayanan N. Aakur, Daniel Sawyer, Sudeep Sarkar
2019	A	`conf`	Going Deeper With Semantics: Video Activity Interpretation Using Semantic Contextualization. WACV Sathyanarayanan N. Aakur, Fillipe D. M. de Souza, Sudeep Sarkar
2019	—	`conf`	Latent Space Modeling for Cloning Encrypted PUF-Based Authentication. IFIPIoT Vishalini Laguduva Ramnath, Sathyanarayanan N. Aakur, Srinivas Katkoori
2019	—	`conf`	Machine Learning Based IoT Edge Node Security Attack and Countermeasures. ISVLSI Vishalini R. Laguduva, Sheikh Ariful Islam, Sathyanarayanan N. Aakur, Srinivas Katkoori, Robert Karam
2019	J	`jnl`	Machine Learning based IoT Edge Node Security Attack and Countermeasures. CoRR Vishalini R. Laguduva, Sheikh Ariful Islam, Sathyanarayanan N. Aakur, Srinivas Katkoori, Robert Karam
2018	J	`jnl`	A Perceptual Prediction Framework for Self Supervised Event Segmentation. CoRR Sathyanarayanan N. Aakur, Sudeep Sarkar
2018	—	`conf`	An Inherently Explainable Model for Video Activity Interpretation. AAAI Workshops Sathyanarayanan N. Aakur, Fillipe D. M. de Souza, Sudeep Sarkar
2018	—	`conf`	Fine-grained Action Detection in Long Surveillance Videos. TRECVID Sathyanarayanan N. Aakur, Daniel Sawyer, Michal Balazia, Sudeep Sarkar
2018	—	`conf`	Using Semantic Relationships among Objects for Geospatial Land Use Classification. AIPR Gilbert Rotich, Sathyanarayanan N. Aakur, Rodrigo Minetto, Maurício Pamplona Segundo, Sudeep Sarkar
2017	J	`jnl`	Exploiting Semantic Contextualization for Interpretation of Human Activity in Videos. CoRR Sathyanarayanan N. Aakur, Fillipe D. M. de Souza, Sudeep Sarkar
2017	—	`conf`	Towards a Knowledge-Based Approach for Generating Video Descriptions. CRV Sathyanarayanan N. Aakur, Fillipe D. M. de Souza, Sudeep Sarkar