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Artificial Intelligence

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RLogist: Fast Observation Strategy on Whole-slide Images with Deep Reinforcement Learning

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Github: https://github.com/tencent-ailab/rlogist

🗒 Paper: https://arxiv.org/abs/2212.01737v1

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Dataset: https://paperswithcode.com/dataset/nus-wide

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Artificial Intelligence

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Simple Baseline for Weather Forecasting Using Spatiotemporal Context Aggregation Network

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Github: https://github.com/seominseok0429/w4c22-simple-baseline-for-weather-forecasting-using-spatiotemporal-context-aggregation-network

🗒 Paper: https://arxiv.org/abs/2212.02952v1

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Data: https://www.iarai.ac.at/weather4cast/get-data-2022/

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Artificial Intelligence

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IncepFormer: Efficient Inception Transformer with Pyramid Pooling for Semantic Segmentation

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Github: https://github.com/shendu0321/incepformer

✔️ Project: https://github.com/shendu0321/IncepFormer

🗒 Paper: https://arxiv.org/abs/2212.03035v1

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Data: https://paperswithcode.com/dataset/cityscapes

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Artificial Intelligence

🔥 C-VTON: Context-Driven Image-Based Virtual Try-On Network

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Github: https://github.com/benquick123/c-vton

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Paper: https://arxiv.org/abs/2212.04437v1

📍 Dataset: https://paperswithcode.com/dataset/viton-hd

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Artificial Intelligence

🛠

Graph Learning Indexer: A Contributor-Friendly and Metadata-Rich Platform for Graph Learning Benchmarks

git clone https://github.com/Graph-Learning-Benchmarks/gli.git
cd gli
pip install -e .

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Github: https://github.com/graph-learning-benchmarks/gli

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Paper: https://arxiv.org/abs/2212.04537v1

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Dataset: https://paperswithcode.com/dataset/pubmed

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Artificial Intelligence

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Reinforcement Learning and Tree Search Methods for the Unit Commitment Problem

pip install rl4uc

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Github: https://github.com/pwdemars/rl4uc

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Paper: https://arxiv.org/abs/2212.06001v1

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Dataset: https://paperswithcode.com/dataset/squad

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Artificial Intelligence

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MoDem: Accelerating Visual Model-Based Reinforcement Learning with Demonstrations

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Github: https://github.com/pwdemars/rl4uc

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Paper: https://github.com/facebookresearch/modem

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Website: https://nicklashansen.github.io/modemrl

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Artificial Intelligence

✔️ MoDem: Accelerating Visual Model-Based Reinforcement Learning with Demonstrations 🖥 Github: https://github.com/pwdemars/rl4uc ⏩ Paper: https://github.com/facebookresearch/modem ➡️ Website: https://nicklashansen.github.io/modemrl ArtificialIntelligencedl

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Argoverse 2 API

pip install av2

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Github: https://github.com/argoverse/av2-api

📌 Tbv: https://github.com/johnwlambert/tbv

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Paper: https://arxiv.org/abs/2212.07312v1

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Dataset: https://github.com/argoverse/av2-api/blob/main/src/av2/datasets/sensor/README.md

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Artificial Intelligence

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Nerf-Art: Text-Driven Neural Radiance Fields Stylization

git clone https://github.com/cassiePython/NeRF-Art

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Github: https://github.com/cassiePython/NeRF-Art

✔️ Project: https://cassiepython.github.io/nerfart/index.html

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Paper: https://arxiv.org/abs/2212.08070

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Dataset: https://drive.google.com/drive/folders/12zOhjv4CrUC-z3n4uF-qHNrT7doZcsVA

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Artificial Intelligence

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MASTER: Multi-task Pre-trained Bottlenecked Masked Autoencoders are Better Dense Retrievers

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Github: https://github.com/microsoft/simxns

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Paper: https://arxiv.org/abs/2212.07841v1

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Dataset: https://paperswithcode.com/dataset/natural-questions

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Artificial Intelligence

💨

Medfusion - Medical Denoising Diffusion Probabilistic Model

python -m venv venv
source venv/bin/activate
pip install -e .

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Github: https://github.com/mueller-franzes/medfusion

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Paper: https://arxiv.org/abs/2212.07501v1

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Dataset: https://paperswithcode.com/dataset/chexpert

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Artificial Intelligence

🍪

Azimuth

Azimuth, an open-source dataset and error analysis tool for text classification, with love from ServiceNow.

pip install gdown
make download_demo
make CFG_PATH=/config/development/clinc/conf.json launch

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Github: https://github.com/servicenow/azimuth

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Paper: https://arxiv.org/abs/2212.08216v1

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Docs: https://servicenow.github.io/azimuth

🔧 Demo: https://azimuth-demo.net/

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Artificial Intelligence

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Position-guided Text Prompt for Vision-Language Pre-training

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Github: https://github.com/sail-sg/ptp

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Paper: https://arxiv.org/abs/2212.09737v1

➡️ Dataset: https://paperswithcode.com/dataset/visual-genome

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Artificial Intelligence

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Query-as-context Pre-training for Dense Passage Retrieval

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Github: https://github.com/caskcsg/ir

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Paper: Query-as-context Pre-training for Dense Passage Retrieval

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Dataset: https://paperswithcode.com/dataset/visual-genome

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Artificial Intelligence

📎

Open-Domain Multi-Document Summarization

pip install "git+https://github.com/allenai/open-mds.git"

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Github: https://github.com/allenai/open-mds

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Paper: https://arxiv.org/abs/2212.10526v1

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Dataset: https://paperswithcode.com/dataset/multi-news

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Artificial Intelligence

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Goal-oriented Autonomous Driving

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Github: https://github.com/opendrivelab/uniad

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Paper: https://arxiv.org/abs/2212.10156v1

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Dataset: https://paperswithcode.com/dataset/nuscenes

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Artificial Intelligence

🌐

SHLE: Devices Tracking and Depth Filtering for Stereo-based Height Limit Esimation

   $git clone git@github.com:Yang-Kaixing/SHLE.git

   $cd SHLE

   $pip install -r requirements.txt

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Github: https://github.com/yang-kaixing/shle

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Paper: https://arxiv.org/abs/2212.11538v1

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Artificial Intelligence

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TransPath: Learning Heuristics For Grid-Based Pathfinding via Transformers

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Github: https://github.com/airi-institute/transpath

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Paper: https://arxiv.org/abs/2212.11730v1

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Artificial Intelligence

✅

Scalable Adaptive Computation for Iterative Generation

$ pip install isab-pytorch

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Github: https://github.com/lucidrains/isab-pytorch

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Paper: https://arxiv.org/abs/2212.11972v1

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Dataset: https://paperswithcode.com/dataset/kinetics-600

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Artificial Intelligence

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Revisiting Residual Networks for Adversarial Robustness: An Architectural Perspective

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Github: https://github.com/zhichao-lu/robust-residual-network

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Paper: https://arxiv.org/abs/2212.11005v1

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Сheckpoints: https://github.com/zhichao-lu/robust-residual-network/blob/main

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