Gemma Roig
19 papers · 2013–2025 · 9 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+10 more ↓ Show less ↑
π Interdisciplinary Bridge π Renaissance Researcher (6) π Academic Marathon (12) π Conference Polyglot (9) πΊοΈ Taxonomy Completionist (42)
πΊοΈ
Taxonomy Completionist
(42)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π§¬
Topic Evolution
π
Grand Slam
π
Keyword Champion
π
Conference Pioneer
ποΈ
Keyword Collector
(76)
π
Century Club
(19)
β
The Questioner
(2)
Conferences
CVPR (4)
ICCV (3)
NIPS (3)
ECCV (2)
ICLR (2)
WACV (2)
AAAI (1)
COLING (1)
ICML (1)
Top co-authors
Keywords
semantic segmentation
(3)
image classification
(3)
multi-task learning
(2)
object recognition
(2)
point cloud
(2)
conditional random field
(2)
transfer learning
(1)
shortcut learning
(1)
active learning
(1)
self-attention mechanism
(1)
model selection
(1)
domain generalization
(1)
topic modeling
(1)
domain adaptation
(1)
feature learning
(1)
knowledge distillation
(1)
visual cortex
(1)
visual perception
(1)
vision transformer
(1)
representation learning
(1)
Papers
On Explaining Knowledge Distillation: Measuring and Visualising the Knowledge Transfer Process
WACV 2025
BrainACTIV: Identifying visuo-semantic properties driving cortical selectivity using diffusion-based image manipulation
ICLR 2025
Efficient Unsupervised Shortcut Learning Detection and Mitigation in Transformers
ICCV 2025
One Hundred Neural Networks and Brains Watching Videos: Lessons from Alignment
ICLR 2025
Learning Class and Domain Augmentations for Single-Source Open-Domain Generalization
WACV 2024
Position: An Inner Interpretability Framework for AI Inspired by Lessons from Cognitive Neuroscience
ICML 2024
Analyzing Vision Transformers for Image Classification in Class Embedding Space
NIPS 2023
What Do Navigation Agents Learn About Their Environment?
CVPR 2022
Tafsir Dataset: A Novel Multi-Task Benchmark for Named Entity Recognition and Topic Modeling in Classical Arabic Literature
COLING 2022
Duality Diagram Similarity: a generic framework for initialization selection in task transfer learning
ECCV 2020
LCD: Learned Cross-Domain Descriptors for 2D-3D Matching
AAAI 2020
Multi-Source Open-Set Deep Adversarial Domain Adaptation
ECCV 2020
Representation Similarity Analysis for Efficient Task Taxonomy & Transfer Learning
CVPR 2019
JSIS3D: Joint Semantic-Instance Segmentation of 3D Point Clouds With Multi-Task Pointwise Networks and Multi-Value Conditional Random Fields
CVPR 2019
Do Deep Neural Networks Suffer from Crowding?
NIPS 2017
Self-Adaptable Templates for Feature Coding
NIPS 2014
Online Video SEEDS for Temporal Window Objectness
ICCV 2013
Sparse Quantization for Patch Description
CVPR 2013
Active MAP Inference in CRFs for Efficient Semantic Segmentation
ICCV 2013