510 citations · 972 across the 24 of their papers we have counts for
4 papers · 1 filter
A Unified Objective for Novel Class Discovery
Enrico Fini, Enver Sangineto, Stéphane Lathuilière +3
In this paper, we study the problem of Novel Class Discovery (NCD). NCD aims at inferring novel object categories in an unlabeled set by leveraging from prior knowledge of a labele…
Attention-based Contrastive Learning for Winograd Schemas
Tassilo Klein, Moin Nabi
Self-supervised learning has recently attracted considerable attention in the NLP community for its ability to learn discriminative features using a contrastive objective. This pap…
Towards Zero-shot Commonsense Reasoning with Self-supervised Refinement of Language Models
Tassilo Klein, Moin Nabi
Can we get existing language models and refine them for zero-shot commonsense reasoning? This paper presents an initial study exploring the feasibility of zero-shot commonsense rea…
Solo-learn: A Library of Self-supervised Methods for Visual Representation Learning
Victor G. Turrisi da Costa, Enrico Fini, Moin Nabi +2
This paper presents solo-learn, a library of self-supervised methods for visual representation learning. Implemented in Python, using Pytorch and Pytorch lightning, the library fit…