Suman Saha
12 papers · 2017–2026 · 5 conferences · across top CS/AI conferences
Achievements
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๐ฃ Hot Topic Early Bird ๐บ๏ธ Taxonomy Completionist (22) ๐งญ Keyword Pioneer ๐ Conference Polyglot (4) ๐ Academic Marathon (8)
๐
Cross-Pollinator
(7)
๐
Interdisciplinary Bridge
๐ฅ
Mega-Team
(20)
๐
Century Club
(11)
Conferences
CVPR (3)
ICCV (3)
WACV (3)
ECCV (2)
ACL (1)
Top co-authors
Keywords
semantic segmentation
(4)
unsupervised domain adaptation
(3)
domain adaptation
(2)
depth estimation
(2)
instance segmentation
(2)
panoptic segmentation
(2)
knowledge distillation
(1)
data augmentation
(1)
cross-domain learning
(1)
autoregressive generation
(1)
multimodal learning
(1)
monocular depth estimation
(1)
pseudo labeling
(1)
object tracking
(1)
world model
(1)
supervised fine-tuning
(1)
domain alignment
(1)
feature aggregation
(1)
domain shift
(1)
temporal feature
(1)
Papers
Reference-Free Schema Generation for Literature Review Tables via Multi-Faceted Rewards
ACL 2026
GEM: A Generalizable Ego-Vision Multimodal World Model for Fine-Grained Ego-Motion, Object Dynamics, and Scene Composition Control
CVPR 2025
Language-Guided Instance-Aware Domain-Adaptive Panoptic Segmentation
WACV 2025
Four Ways to Improve Verbo-visual Fusion for Dense 3D Visual Grounding
ECCV 2024
Exploiting Instance-Based Mixed Sampling via Auxiliary Source Domain Supervision for Domain-Adaptive Action Detection
WACV 2023
EDAPS: Enhanced Domain-Adaptive Panoptic Segmentation
ICCV 2023
Spatio-Temporal Action Detection Under Large Motion
WACV 2023
Three Ways To Improve Semantic Segmentation With Self-Supervised Depth Estimation
CVPR 2021
Learning To Relate Depth and Semantics for Unsupervised Domain Adaptation
CVPR 2021
Reparameterizing Convolutions for Incremental Multi-Task Learning without Task Interference
ECCV 2020
AMTnet: Action-Micro-Tube Regression by End-To-End Trainable Deep Architecture
ICCV 2017
Online Real-Time Multiple Spatiotemporal Action Localisation and Prediction
ICCV 2017