What Makes Good Examples for Visual In-Context Learning?

zhangyuanhan-ai/visual_prompt_retrieval 31 Jan 2023

To overcome the problem, we propose a prompt retrieval framework to automate the selection of in-context examples.

Retrieval

41
0.75 stars / hour

Cross-domain Neural Pitch and Periodicity Estimation

interactiveaudiolab/penn 28 Jan 2023

Pitch is a foundational aspect of our perception of audio signals.

Music Transcription

79
0.71 stars / hour

Parsel: A (De-)compositional Framework for Algorithmic Reasoning with Language Models

ezelikman/parsel 20 Dec 2022

Despite recent success in large language model (LLM) reasoning, LLMs struggle with hierarchical multi-step reasoning tasks like generating complex programs.

Automated Theorem Proving Code Generation +2

97
0.71 stars / hour

LogAI: A Library for Log Analytics and Intelligence

salesforce/logai 31 Jan 2023

In order to enable users to perform multiple types of AI-based log analysis tasks in a uniform manner, we introduce LogAI (https://github. com/salesforce/logai), a one-stop open source library for log analytics and intelligence.

Anomaly Detection Log Parsing +2

54
0.70 stars / hour

Towards Robust Blind Face Restoration with Codebook Lookup Transformer

sczhou/codeformer 22 Jun 2022

In this paper, we demonstrate that a learned discrete codebook prior in a small proxy space largely reduces the uncertainty and ambiguity of restoration mapping by casting blind face restoration as a code prediction task, while providing rich visual atoms for generating high-quality faces.

Blind Face Restoration

4,342
0.69 stars / hour

DAMO-YOLO : A Report on Real-Time Object Detection Design

tinyvision/damo-yolo 23 Nov 2022

In this report, we present a fast and accurate object detection method dubbed DAMO-YOLO, which achieves higher performance than the state-of-the-art YOLO series.

Neural Architecture Search object-detection +1

1,244
0.63 stars / hour

Image Super-Resolution using Efficient Striped Window Transformer

fried-rice-lab/friedricelab 24 Jan 2023

To further exploit the potential of the transformer, we propose a novel flexible window training strategy.

Image Super-Resolution Single Image Super Resolution

91
0.61 stars / hour

TencentPretrain: A Scalable and Flexible Toolkit for Pre-training Models of Different Modalities

tencent/tencentpretrain 13 Dec 2022

The proposed pre-training models of different modalities are showing a rising trend of homogeneity in their model structures, which brings the opportunity to implement different pre-training models within a uniform framework.

167
0.60 stars / hour

ThoughtSource: A central hub for large language model reasoning data

openbiolink/thoughtsource 27 Jan 2023

Large language models (LLMs) such as GPT-3 and ChatGPT have recently demonstrated impressive results across a wide range of tasks.

Language Modelling Question Answering

254
0.58 stars / hour

PADL: Language-Directed Physics-Based Character Control

nv-tlabs/padl 31 Jan 2023

In this work, we present PADL, which leverages recent innovations in NLP in order to take steps towards developing language-directed controllers for physics-based character animation.

Image Generation Imitation Learning +3

48
0.56 stars / hour