Use All The Labels: A Hierarchical Multi-Label Contrastive Learning Framework
— AK (@ak92501) April 29, 2022
abs: https://t.co/N4PZEKFIey
github: https://t.co/CsRcp667Ge pic.twitter.com/z4IfiuTfpj
Use All The Labels: A Hierarchical Multi-Label Contrastive Learning Framework
— AK (@ak92501) April 29, 2022
abs: https://t.co/N4PZEKFIey
github: https://t.co/CsRcp667Ge pic.twitter.com/z4IfiuTfpj
High Quality Segmentation for Ultra High-resolution Images
— AK (@ak92501) April 25, 2022
abs: https://t.co/ljV7jl3olc
github: https://t.co/57fX0G15IM pic.twitter.com/SEZAHEQe8K
Autoregressive Search Engines: Generating Substrings as Document Identifiers
— AK (@ak92501) April 25, 2022
abs: https://t.co/eIR7VVbfQ7
github: https://t.co/PwAidm4h7g pic.twitter.com/KoRfty8s35
I missed that SalesForce has released a collection of code models (including weights!) ranging from 350M params all the way up to 16B params! The largest model outperforms Codex on the HumanEval dataset https://t.co/hIpg7aHTXN
— Brendan Dolan-Gavitt (@moyix) April 20, 2022
An Extendable, Efficient and Effective Transformer-based Object Detector
— AK (@ak92501) April 19, 2022
abs: https://t.co/3D2aSqmSkr
github: https://t.co/tNopT866Jc pic.twitter.com/cZN3Sbooob
LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking
— AK (@ak92501) April 19, 2022
abs: https://t.co/wuzHfvfDHQ
github: https://t.co/dms3SfhNQo pic.twitter.com/PDd8Xfp1K9
Masked Siamese Networks for Label-Efficient Learning
— AK (@ak92501) April 15, 2022
abs: https://t.co/dYXpFnTm3Y
github: https://t.co/MHm8z6lBWr
on ImageNet-1K, with only 5,000 annotated images, base MSN model achieves 72.4% top-1 accuracy, and with 1% of ImageNet-1K labels, achieves 75.7% top-1
accuracy pic.twitter.com/wXhSeUtNc5
What Language Model Architecture and Pretraining Objective Work Best for Zero-Shot Generalization?
— AK (@ak92501) April 13, 2022
abs: https://t.co/Lk71qAPdzm
github: https://t.co/hIzImwwFoD pic.twitter.com/NSI294Gs7M
Video Frame Interpolation Transformer
— AK (@ak92501) March 29, 2022
Paper: https://t.co/JtQik8ahVt
Code: https://t.co/4CevEIQYfY pic.twitter.com/fVdL5Wz5QD
.@Gradio Demo for GroupViT: Semantic Segmentation Emerges from Text Supervision on @huggingface Spaces
— AK (@ak92501) March 26, 2022
demo: https://t.co/otoSP8yeNB
github: https://t.co/VnyWcJQmV4 pic.twitter.com/l4V9TMHisR
BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training
— AK (@ak92501) March 25, 2022
abs: https://t.co/WiP9Y4fw9n
github: https://t.co/VP1VviW5q1 pic.twitter.com/fJ1FIQzUmi
Do Deep Networks Transfer Invariances Across Classes?
— AK (@ak92501) March 21, 2022
abs: https://t.co/t1eiONg0VM
github: https://t.co/vmZm2Lo7kS pic.twitter.com/mMh0oJ2AEV