Kumara Kahatapitiya
16 papers · 2021–2026 · 10 conferences · across top CS/AI conferences
Achievements
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Conferences
CVPR (4)
ECCV (2)
ICLR (2)
WACV (2)
AAAI (1)
ACL (1)
EACL (1)
ICCV (1)
IJCAI (1)
NSDI (1)
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Keywords
video understanding
(5)
temporal activity detection
(3)
vision transformer
(2)
multi-scale feature
(2)
action detection
(2)
activity recognition
(2)
long-form video
(2)
model architecture
(2)
temporal modeling
(1)
contrastive learning
(1)
text representation
(1)
attention mechanism
(1)
neural network optimization
(1)
semantic segmentation
(1)
autoregressive model
(1)
visual question answering
(1)
weakly-supervised learning
(1)
convolutional neural network
(1)
vision language model
(1)
spatial structure
(1)
Papers
Too Many Frames, Not All Useful: Efficient Strategies for Long-Form Video QA
EACL 2026
Language Repository for Long Video Understanding
ACL 2025
Adaptive Caching for Faster Video Generation with Diffusion Transformers
ICCV 2025
LLaRA: Supercharging Robot Learning Data for Vision-Language Policy
ICLR 2025
Understanding Long Videos with Multimodal Language Models
ICLR 2025
VicTR: Video-conditioned Text Representations for Activity Recognition
CVPR 2024
Grafting Vision Transformers
WACV 2024
Object-Centric Diffusion for Efficient Video Editing
ECCV 2024
Token Turing Machines
CVPR 2023
Weakly-Guided Self-Supervised Pretraining for Temporal Activity Detection
AAAI 2023
SWAT: Spatial Structure Within and Among Tokens
IJCAI 2023
StARformer: Transformer with State-Action-Reward Representations for Visual Reinforcement Learning
ECCV 2022
Swift: Adaptive Video Streaming with Layered Neural Codecs
NSDI 2022
MS-TCT: Multi-Scale Temporal ConvTransformer for Action Detection
CVPR 2022
Exploiting the Redundancy in Convolutional Filters for Parameter Reduction
WACV 2021
Coarse-Fine Networks for Temporal Activity Detection in Videos
CVPR 2021