Samuel Albanie
- Papers
- 27
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Authored papers
27A Sober Look at Progress in Language Model Reasoning: Pitfalls and Paths to Reproducibility
arXiv 2025
ZeroBench: An Impossible Visual Benchmark for Contemporary Large Multimodal Models
arXiv 2025
Control Tax: The Price of Keeping AI in Check
arXiv 2025
A Practitioner's Guide to Continual Multimodal Pretraining
arXiv 2024
Inverse Constitutional AI: Compressing Preferences into Principles
arXiv 2024
Beyond Outcomes: Transparent Assessment of LLM Reasoning in Games
arXiv 2024
No "Zero-Shot" Without Exponential Data: Pretraining Concept Frequency Determines Multimodal Model Performance
arXiv 2024
SciFIBench: Benchmarking Large Multimodal Models for Scientific Figure Interpretation
arXiv 2024
Needle Threading: Can LLMs Follow Threads through Near-Million-Scale Haystacks?
arXiv 2024
Efficient Lifelong Model Evaluation in an Era of Rapid Progress
arXiv 2024
ONEBench to Test Them All: Sample-Level Benchmarking Over Open-Ended Capabilities
arXiv 2024
RLIPv2: Fast Scaling of Relational Language-Image Pre-training
ICCV 2023 1
Can GPT-4 Perform Neural Architecture Search?
arXiv 2023
Charting New Territories: Exploring the Geographic and Geospatial Capabilities of Multimodal LLMs
arXiv 2023
Simple Baselines for Interactive Video Retrieval with Questions and Answers
ICCV 2023 1
Visual Data-Type Understanding does not emerge from Scaling Vision-Language Models
arXiv 2023
arXiVeri: Automatic table verification with GPT
arXiv 2023
SuS-X: Training-Free Name-Only Transfer of Vision-Language Models
ICCV 2023 1
ReCo: Retrieve and Co-segment for Zero-shot Transfer
reco-retrieve-and-co-segment-for-zero-shot
Crosslingual Generalization through Multitask Finetuning
arXiv 2022
All you need are a few pixels: semantic segmentation with PixelPick
arXiv 2021
Cross Modal Retrieval with Querybank Normalisation
CVPR 2022 1
Audio Retrieval with Natural Language Queries: A Benchmark Study
arXiv 2021
Audio Retrieval with Natural Language Queries
arXiv 2021
TEACHTEXT: CrossModal Generalized Distillation for Text-Video Retrieval
ICCV 2021 10
Gather-Excite: Exploiting Feature Context in Convolutional Neural Networks
gather-excite-exploiting-feature-context-in-1
Squeeze-and-Excitation Networks
squeeze-and-excitation-networks-1
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