Anirban Roy
17 papers · 2014–2026 · 9 venues · across top CS/AI venues
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Research topics
Machine Learning
(14)
Artificial Intelligence
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Computer Vision
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Learning Types Β· Machine Learning
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Deep Learning
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Keywords
conformal prediction
(3)
conditional random field
(2)
anomaly detection
(2)
convolutional neural network
(2)
semantic segmentation
(2)
weakly supervised learning
(2)
out-of-distribution detection
(2)
data augmentation
(1)
few-shot learning
(1)
contrastive learning
(1)
backdoor defense
(1)
visual question answering
(1)
object detection
(1)
in-context learning
(1)
image segmentation
(1)
point cloud
(1)
multi-label classification
(1)
contextual reasoning
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depth estimation
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multimodal learning
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Papers
Bayesian Adaptation Gym: A Benchmark for the Bayesian Low-Rank Adaptation of Multi-Modal Language Models
UAI 2026
Privacy Preserving In-Context-Learning Framework for Large Language Models
AAAI 2026
Cap2Aug: Caption Guided Image Data Augmentation
WACV 2025
Polysemantic Dropout: Conformal OOD Detection for Specialized LLMs
EMNLP 2025
TOGA: Temporally Grounded Open-Ended Video QA with Weak Supervision
ICCV 2025
Zero-Shot Detection of Out-of-Context Objects using Foundation Models
WACV 2025
Direct Amortized Likelihood Ratio Estimation
AAAI 2024
AircraftVerse: A Large-Scale Multimodal Dataset of Aerial Vehicle Designs
NeurIPS 2023
Class Prototypes Based Contrastive Learning for Classifying Multi-Label and Fine-Grained Educational Videos
CVPR 2023
Principled Out-of-Distribution Detection via Multiple Testing
JMLR 2023
TIJO: Trigger Inversion with Joint Optimization for Defending Multimodal Backdoored Models
ICCV 2023
Detecting Out-Of-Context Objects Using Graph Contextual Reasoning Network
IJCAI 2022
iDECODe: In-Distribution Equivariance for Conformal Out-of-Distribution Detection
AAAI 2022
Align2Ground: Weakly Supervised Phrase Grounding Guided by Image-Caption Alignment
ICCV 2019
Combining Bottom-Up, Top-Down, and Smoothness Cues for Weakly Supervised Image Segmentation
CVPR 2017
Monocular Depth Estimation Using Neural Regression Forest
CVPR 2016
Scene Labeling Using Beam Search Under Mutex Constraints
CVPR 2014