Mark Hamilton
9 papers · 2022–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(22)
🏆
Keyword Champion
(2)
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(7)
Deep Learning
(6)
Computer Vision
(4)
Artificial Intelligence
(3)
Analysis
(3)
Core AI · Artificial Intelligence
(3)
Core Methods
(3)
Learning Types · Machine Learning
(3)
Application Areas
(2)
Learning Types · Deep Learning
(2)
Speech & Audio
(1)
Architectures
(1)
Core AI · Computer Vision
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
semantic segmentation
(4)
contrastive learning
(2)
feature upsampling
(2)
self-supervised learning
(2)
speech synthesis
(1)
speech recognition
(1)
transformer architecture
(1)
similarity learning
(1)
representation learning
(1)
object detection
(1)
human perception
(1)
depth estimation
(1)
transfer learning
(1)
audio-visual learning
(1)
dimensionality reduction
(1)
adversarial training
(1)
cross-modal retrieval
(1)
visual search
(1)
corruption robustness
(1)
unsupervised learning
(1)
Papers
Upsample Anything: A Simple and Hard to Beat Baseline for Feature Upsampling
CVPR 2026
I-Con: A Unifying Framework for Representation Learning
ICLR 2025
COCO-Periph: Bridging the Gap Between Human and Machine Perception in the Periphery
ICLR 2024
FeatUp: A Model-Agnostic Framework for Features at Any Resolution
ICLR 2024
Separating the "Chirp" from the "Chat": Self-supervised Visual Grounding of Sound and Language
CVPR 2024
Exploring perceptual straightness in learned visual representations
ICLR 2023
Large-Scale Automatic Audiobook Creation
Interspeech 2023
Axiomatic Explanations for Visual Search, Retrieval, and Similarity Learning
ICLR 2022
Unsupervised Semantic Segmentation by Distilling Feature Correspondences
ICLR 2022