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Artificial Intelligence

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Cramming Language Model (Pretraining)

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Github: https://github.com/jonasgeiping/cramming

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Paper: https://arxiv.org/abs/2212.14034v1

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

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Artificial Intelligence

End-to-End Modeling Hierarchical Time Series Using Autoregressive Transformer and Conditional Normalizing Flow based Reconciliation

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Github: https://github.com/philipperemy/n-beats

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Paper: https://arxiv.org/abs/1905.10437

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Results: https://github.com/fecet/NBeats-M4

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Artificial Intelligence

✔️ Unsupervised Representation Learning from Pre-trained Diffusion Probabilistic Models (PDAE)

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Github: https://github.com/ckczzj/pdae

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Paper: https://arxiv.org/abs/2212.12990v1

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Results: https://paperswithcode.com/dataset/mnist

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Artificial Intelligence

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Part-Guided Relational Transformers for Fine-Grained Visual Recognition

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Github: https://github.com/icvteam/part

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Paper: https://arxiv.org/abs/2212.13685v1

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Dataset: https://paperswithcode.com/dataset/stanford-cars

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Artificial Intelligence

🔥 Argoverse 2: Next Generation Datasets for Self-Driving Perception and Forecasting

pip install av2

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

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Paper: https://arxiv.org/abs/2301.00493v1

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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

Panoptic-PartFormer ECCV-2022

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Github: https://github.com/lxtgh/panoptic-partformer

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Paper: https://arxiv.org/abs/2301.00954v1

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

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2.92K views10:19

Artificial Intelligence

SPTS: Single-Point Text Spotting

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Github: https://github.com/shannanyinxiang/spts

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Paper: https://arxiv.org/abs/2112.07917

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Dataset: https://drive.google.com/file/d/1OSJ-zId2h3t_-I7g_wUkrK-VqQy153Kj/view

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Artificial Intelligence

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🔥 Real-Time Dense Monocular SLAM with Neural Radiance Fields

git clone https://github.com/ToniRV/NeRF-SLAM.git --recurse-submodules
git submodule update --init --recursive

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Github: https://github.com/ToniRV/NeRF-SLAM

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Paper: https://arxiv.org/abs/2210.13641

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Video: https://www.youtube.com/watch?v=-6ufRJugcEU

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Artificial Intelligence

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🌀 HyperReel: High-Fidelity 6-DoF Video with Ray-Conditioned Sampling

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Github: https://github.com/facebookresearch/hyperreel

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Paper: https://arxiv.org/abs/2301.02238

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Video: https://hyperreel.github.io/figures/hyperreel.mp4

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Website: https://hyperreel.github.io/

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Artificial Intelligence

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The CropAndWeed Dataset: A Multi-Modal Learning Approach for Efficient Crop and Weed Manipulation

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Github: https://paperswithcode.com/paper/the-cropandweed-dataset-a-multi-modal

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Paper: https://openaccess.thecvf.com/content/WACV2023/html/Steininger_The_CropAndWeed_Dataset_A_Multi-Modal_Learning_Approach_for_Efficient_Crop_WACV_2023_paper.html

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Datasets: https://paperswithcode.com/dataset/cropandweed-dataset

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1.72K views11:42

Artificial Intelligence

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TextDenoscriptives: A Python package for calculating a large variety of statistics from text

pip install textdenoscriptives

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Github: https://github.com/HLasse/TextDenoscriptives

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Paper: https://arxiv.org/abs/2301.02057v1

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Docs: https://github.com/HLasse/TextDenoscriptives

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Artificial Intelligence

Text2Poster: Laying out Stylized Texts on Retrieved Images

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Github: https://github.com/chuhaojin/text2poster-icassp-22

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Paper: https://arxiv.org/abs/2301.02363v1

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Artificial Intelligence

PoinTr: Diverse Point Cloud Completion with Geometry-Aware Transformers

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Github: https://github.com/yuxumin/PoinTr#pretrained-models

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Paper: https://arxiv.org/abs/2108.08839

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Datasets: https://github.com/yuxumin/PoinTr/blob/master/DATASET.md

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Video: https://youtu.be/mSGphas0p8g

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Artificial Intelligence

DEA-Net: Single image dehazing based on detail-enhanced convolution and content-guided attention

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Github: https://github.com/cecret3350/DEA-Net

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Paper: https://arxiv.org/abs/2301.04805v1

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Datasets: https://paperswithcode.com/dataset/reside

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1.68K views08:16

Artificial Intelligence

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Proximal Stochastic Polyak

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Github: https://github.com/fabian-sp/ProxSPS

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Paper: https://arxiv.org/abs/2301.04935v1

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Artificial Intelligence

Tracr: Compiled Transformers as a Laboratory for Interpretability

git clone https://github.com/deepmind/tracr
cd tracr
pip3 install .

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Github: https://github.com/deepmind/tracr

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Paper: https://arxiv.org/abs/2301.05062v1

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Ankh ☥: Optimized Protein Language Model Unlocks General-Purpose Modelling

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Github: https://github.com/agemagician/Ankh

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Paper: https://arxiv.org/abs/2301.06568v1

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Artificial Intelligence

📌 Heterogeneous Multi-Robot Reinforcement Learning

pip install vmas

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Github: https://github.com/proroklab/vectorizedmultiagentsimulator

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Paper: https://arxiv.org/abs/2207.03530

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Colab: https://colab.research.google.com/github/proroklab/VectorizedMultiAgentSimulator/blob/main/notebooks/VMAS_Use_vmas_environment.ipynb

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Artificial Intelligence

Cross-Modal Adaptation with Multimodal Models

conda create -n cross_modal python=3.9

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Github: https://github.com/linzhiqiu/cross_modal_adaptation

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Paper: https://arxiv.org/abs/2301.06267v2

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Dataset: https://paperswithcode.com/dataset/esc-50

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Artificial Intelligence

Using CycleGANs to Generate Realistic STEM Images for Machine Learning

git clone https://github.com/ClarkResearchGroup/stem-learning.git

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Github: https://github.com/ClarkResearchGroup/stem-learning

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Paper: https://arxiv.org/abs/2301.07743v1

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Artificial Intelligence

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Deep BCI SW ver. 1.0 is released.

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Github: https://github.com/DeepBCI/Deep-BCI

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Paper: https://arxiv.org/abs/2301.08448v1

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Project: http://deepbci.korea.ac.kr/

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