Amjad Almahairi
11 papers · 2016–2025 · 7 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (38) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze
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Topic Evolution
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Grand Slam
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Keyword Pioneer
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Keyword Collector
(65)
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Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(10)
Artificial Intelligence
(6)
Deep Learning
(6)
Learning Types Β· Machine Learning
(6)
Application Areas
(5)
Core AI Β· Artificial Intelligence
(5)
Learning Types Β· Deep Learning
(5)
Natural Language Processing
(4)
Computer Vision
(3)
Optimization & Theory
(3)
Resources & Methods
(3)
Architectures
(2)
Core AI Β· Computer Vision
(2)
Learning Paradigms
(2)
Techniques
(2)
Keywords
transfer learning
(3)
language model
(2)
pre-trained language model
(2)
contrastive learning
(2)
parameter-efficient tuning
(2)
soft prompt
(2)
continual learning
(1)
model selection
(1)
unsupervised learning
(1)
few-shot learning
(1)
multi-task learning
(1)
image classification
(1)
feature extraction
(1)
gradient-based optimization
(1)
attention mechanism
(1)
image segmentation
(1)
self-supervised learning
(1)
knowledge distillation
(1)
natural language inference
(1)
preference learning
(1)
Papers
RouteLLM: Learning to Route LLMs from Preference Data
ICLR 2025
Jack of All Tasks Master of Many: Designing General-Purpose Coarse-to-Fine Vision-Language Model
CVPR 2024
Learning Easily Updated General Purpose Text Representations with Adaptable Task-Specific Prefix
EMNLP 2023
Logical Satisfiability of Counterfactuals for Faithful Explanations in NLI
AAAI 2023
Progressive Prompts: Continual Learning for Language Models
ICLR 2023
Residual Prompt Tuning: improving prompt tuning with residual reparameterization
ACL 2023
UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning
ACL 2022
A Closer Look at the Optimization Landscapes of Generative Adversarial Networks
ICLR 2020
Unsupervised Learning of Dense Visual Representations
NeurIPS 2020
Augmented CycleGAN: Learning Many-to-Many Mappings from Unpaired Data
ICML 2018
Dynamic Capacity Networks
ICML 2016