Srikanth Malla

7 papers · 2020–2024 · 5 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird

Venues

CVPR (2) ICCV (2) CoRL (1) ICML (1) WACV (1)

Top co-authors

Chiho Choi (7) Jiachen Li (4) Joon Hee Choi (4) Abhishek Patil (1) Hengbo Ma (1) Fan Yang (1) Behzad Dariush (1) Akira Kanehara (1) Harshayu Girase (1) Karttikeya Mangalam (1)

Research topics

Artificial Intelligence (6) Core AI (6) Computer Vision (3) Machine Learning (3) Domain-Specific (3) Deep Learning (2) Analysis (1) Application Areas (1) Core Methods (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1) Models (1) Optimization & Theory (1)

Keywords

trajectory prediction (6) autonomous driving (4) multi-agent system (2) motion forecasting (2) cross-modal learning (1) egocentric vision (1) continual adaptation (1) sensor fusion (1) deep learning (1) sensitivity analysis (1) recurrent neural network (1) relational inference (1) cross-modal embedding (1) resource efficiency (1) visual captioning (1) intention prediction (1) large language model (1) graph neural network (1) vehicle interaction (1) risk localization (1)

Papers

COPAL: Continual Pruning in Large Language Generative Models ICML 2024 DRAMA: Joint Risk Localization and Captioning in Driving WACV 2023 LOKI: Long Term and Key Intentions for Trajectory Prediction ICCV 2021 RAIN: Reinforced Hybrid Attention Inference Network for Motion Forecasting ICCV 2021 Shared Cross-Modal Trajectory Prediction for Autonomous Driving CVPR 2021 DROGON: A Trajectory Prediction Model based on Intention-Conditioned Behavior Reasoning CoRL 2020 TITAN: Future Forecast Using Action Priors CVPR 2020