Devon Hjelm
8 papers · 2016–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (5) π Academic Marathon (9) π§ Keyword Pioneer π Cross-Pollinator (10)
πΊοΈ
Taxonomy Completionist
(22)
π
Interdisciplinary Bridge
π
Cross-Pollinator
(10)
π§¬
Topic Evolution
π₯
Unstoppable
(5)
π
Trend Setter
Conferences
NIPS (3)
ICCV (2)
CVPR (1)
ICLR (1)
ICML (1)
Top co-authors
Keywords
variational inference
(2)
multimodal large language model
(2)
domain adaptation
(1)
information bottleneck
(1)
adversarial training
(1)
text-to-image generation
(1)
embodied ai
(1)
image-to-image translation
(1)
mutual information
(1)
gibbs sampling
(1)
online reinforcement learning
(1)
generative model
(1)
latent variable model
(1)
graphical model
(1)
generative adversarial network
(1)
embodied agent
(1)
deep generative model
(1)
action grounding
(1)
continuous action
(1)
discrete action
(1)
Papers
From Multimodal LLMs to Generalist Embodied Agents: Methods and Lessons
CVPR 2025
Grounding Multimodal Large Language Models in Actions
NIPS 2024
Locality and Compositionality in Zero-Shot Learning
ICLR 2020
Tell, Draw, and Repeat: Generating and Modifying Images Based on Continual Linguistic Instruction
ICCV 2019
Batch Weight for Domain Adaptation With Mass Shift
ICCV 2019
Mutual Information Neural Estimation
ICML 2018
GibbsNet: Iterative Adversarial Inference for Deep Graphical Models
NIPS 2017
Iterative Refinement of the Approximate Posterior for Directed Belief Networks
NIPS 2016