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researcher

G. Roig

23 papers hereh-index 242.7k citations66 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author13
  • last author6

Across the 20 of 23 papers where every author was matched, so the position is known.

fields
  • cs.CV18
  • cs.SD3
  • cs.LG2
same name
  • G. Roig — 5 papers, h 7

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20132022
most citedFoveation-based Mechanisms Alleviate Adversarial Examples

137 citations · 179 across the 21 of their papers we have counts for

collaborators
Showing 2022Show all

3 papers · 1 filter

cs.CV2022

What do navigation agents learn about their environment?

Kshitij Dwivedi, Gemma Roig, Aniruddha Kembhavi +1

Today's state of the art visual navigation agents typically consist of large deep learning models trained end to end. Such models offer little to no interpretability about the lear…

cs.CV2022★ 8 cited

Predicting emotion from music videos: exploring the relative contribution of visual and auditory information to affective responses

Phoebe Chua, Dimos Makris, Dorien Herremans +2

Although media content is increasingly produced, distributed, and consumed in multiple combinations of modalities, how individual modalities contribute to the perceived emotion of…

cs.CV2022

FRIDA -- Generative Feature Replay for Incremental Domain Adaptation

Sayan Rakshit, Anwesh Mohanty, Ruchika Chavhan +3

We tackle the novel problem of incremental unsupervised domain adaptation (IDA) in this paper. We assume that a labeled source domain and different unlabeled target domains are inc…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.