Samuel Albanie
41 papers · 2018–2025 · 10 venues · across top CS/AI venues
This profile combines several different researchers. Authors are keyed by name, and this name's papers fall into 11 separate collaboration groups - the largest holds only 37% of them. Pick the group below that matches the researcher you mean. How a shared name is split.
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Which Samuel Albanie?
4 groups of papers that share co-authors internally but none with each other - each most likely a different researcher. Pick one to see its papers.
with Vishaal Udandarao, Matthias Bethge, Andrea Vedaldi
15 papers
· 2018–2025
· NeurIPS, CVPR, ICCV
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Active Data Curation Effectively Distills Large-Scale Multimodal Models
CVPR 2025
How to Merge Your Multimodal Models Over Time?
CVPR 2025
ONEBench to Test Them All: Sample-Level Benchmarking Over Open-Ended Capabilities
ACL 2025
A Practitioner's Guide to Real-World Continual Multimodal Pretraining
NeurIPS 2024
Efficient Lifelong Model Evaluation in an Era of Rapid Progress
NeurIPS 2024
HelloFresh: LLM Evalutions on Streams of Real-World Human Editorial Actions across X Community Notes and Wikipedia edits
ACL 2024
No "Zero-Shot" Without Exponential Data: Pretraining Concept Frequency Determines Multimodal Model Performance
NeurIPS 2024
Visual Data-Type Understanding does not emerge from scaling Vision-Language Models
ICLR 2024
SuS-X: Training-Free Name-Only Transfer of Vision-Language Models
ICCV 2023
Audio Retrieval with Natural Language Queries
Interspeech 2021
Small Steps and Giant Leaps: Minimal Newton Solvers for Deep Learning
ICCV 2019
Unsupervised Learning of Landmarks by Descriptor Vector Exchange
ICCV 2019
Gather-Excite: Exploiting Feature Context in Convolutional Neural Networks
NeurIPS 2018
Self-Supervised Learning of Geometrically Stable Features Through Probabilistic Introspection
CVPR 2018
Semi-convolutional Operators for Instance Segmentation
ECCV 2018
7 papers whose co-authors appear nowhere else under this name
DeepMIM: Deep Supervision for Masked Image Modeling
WACV 2025
Inverse Constitutional AI: Compressing Preferences into Principles
ICLR 2025
Iterate Averaging in the Quest for Best Test Error
JMLR 2024
On scalable oversight with weak LLMs judging strong LLMs
NeurIPS 2024
Crosslingual Generalization through Multitask Finetuning
ACL 2023
Simple Baselines for Interactive Video Retrieval with Questions and Answers
ICCV 2023
ReCo: Retrieve and Co-segment for Zero-shot Transfer
NeurIPS 2022