π₯ Argoverse 2: Next Generation Datasets for Self-Driving Perception and Forecasting
π₯ Github: https://github.com/argoverse/av2-api
β© Paper: https://arxiv.org/abs/2301.00493v1
β‘οΈ Dataset: https://github.com/argoverse/av2-api/blob/main/src/av2/datasets/sensor/README.md
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pip install av2
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π5β€2π₯1
Panoptic-PartFormer ECCV-2022
π₯ Github: https://github.com/lxtgh/panoptic-partformer
β© Paper: https://arxiv.org/abs/2301.00954v1
β‘οΈ Dataset: https://paperswithcode.com/dataset/cityscapes
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ArtificialIntelligencedl
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SPTS: Single-Point Text Spotting
π₯ Github: https://github.com/shannanyinxiang/spts
β© Paper: https://arxiv.org/abs/2112.07917
β‘οΈ Dataset: https://drive.google.com/file/d/1OSJ-zId2h3t_-I7g_wUkrK-VqQy153Kj/view
ArtificialIntelligencedl
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π₯ Real-Time Dense Monocular SLAM with Neural Radiance Fields
π₯ Github: https://github.com/ToniRV/NeRF-SLAM
β© Paper: https://arxiv.org/abs/2210.13641
β‘οΈ Video: https://www.youtube.com/watch?v=-6ufRJugcEU
ArtificialIntelligencedl
git clone https://github.com/ToniRV/NeRF-SLAM.git --recurse-submodules
git submodule update --init --recursive
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π HyperReel: High-Fidelity 6-DoF Video with Ray-Conditioned Sampling
π₯ Github: https://github.com/facebookresearch/hyperreel
β© Paper: https://arxiv.org/abs/2301.02238
β‘οΈ Video: https://hyperreel.github.io/figures/hyperreel.mp4
βοΈ Website: https://hyperreel.github.io/
ArtificialIntelligencedl
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π₯4π2β€1
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π3π₯2β€1
pip install textdescriptives
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π₯4π2π₯°2
Text2Poster: Laying out Stylized Texts on Retrieved Images
π₯ Github: https://github.com/chuhaojin/text2poster-icassp-22
β© Paper: https://arxiv.org/abs/2301.02363v1
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PoinTr: Diverse Point Cloud Completion with Geometry-Aware Transformers
π₯ Github: https://github.com/yuxumin/PoinTr#pretrained-models
β© Paper: https://arxiv.org/abs/2108.08839
β‘οΈ Datasets: https://github.com/yuxumin/PoinTr/blob/master/DATASET.md
βοΈ Video: https://youtu.be/mSGphas0p8g
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π4β€1π₯1
DEA-Net: Single image dehazing based on detail-enhanced convolution and content-guided attention
π₯ Github: https://github.com/cecret3350/DEA-Net
β© Paper: https://arxiv.org/abs/2301.04805v1
β‘οΈ Datasets: https://paperswithcode.com/dataset/reside
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π4β€2π₯2
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Proximal Stochastic Polyak
π₯ Github: https://github.com/fabian-sp/ProxSPS
β© Paper: https://arxiv.org/abs/2301.04935v1
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Tracr: Compiled Transformers as a Laboratory for Interpretability
π₯ Github: https://github.com/deepmind/tracr
β© Paper: https://arxiv.org/abs/2301.05062v1
ArtificialIntelligencedl
git clone https://github.com/deepmind/tracr
cd tracr
pip3 install .
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π7π₯2β€1π€1
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π Heterogeneous Multi-Robot Reinforcement Learning
π₯ Github: https://github.com/proroklab/vectorizedmultiagentsimulator
β© Paper: https://arxiv.org/abs/2207.03530
π₯ Colab: https://colab.research.google.com/github/proroklab/VectorizedMultiAgentSimulator/blob/main/notebooks/VMAS_Use_vmas_environment.ipynb
ArtificialIntelligencedl
pip install vmas
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π₯5π3β€1
Cross-Modal Adaptation with Multimodal Models
π₯ Github: https://github.com/linzhiqiu/cross_modal_adaptation
β© Paper: https://arxiv.org/abs/2301.06267v2
β‘οΈ Dataset: https://paperswithcode.com/dataset/esc-50
ArtificialIntelligencedl
conda create -n cross_modal python=3.9
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π4π₯2β€1
Using CycleGANs to Generate Realistic STEM Images for Machine Learning
π₯ Github: https://github.com/ClarkResearchGroup/stem-learning
β© Paper: https://arxiv.org/abs/2301.07743v1
ArtificialIntelligencedl
git clone https://github.com/ClarkResearchGroup/stem-learning.git
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β€5π2π₯°1
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π₯5β€1π1
An Empirical Study of Metrics to Measure Representational Harms in Pre-Trained Language Models
π₯ Github: https://github.com/microsoft/SafeNLP
β© Paper: https://arxiv.org/abs/2301.09211v1
β‘οΈ Dataset: https://paperswithcode.com/dataset/https-github-com-microsoft-safenlp
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βοΈ Geometric GNN Dojo
π₯ Github: https://github.com/chaitjo/geometric-gnn-dojo
β© Paper: https://arxiv.org/abs/2301.09308v1
β‘οΈ Dataset: https://paperswithcode.com/dataset/cluster
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π₯5π2β€1
A Simple Adaptive Unfolding Network for Hyperspectral Image Reconstruction
π₯ Github: https://github.com/hustvl/saunet
β© Paper: https://arxiv.org/abs/2301.10208v1
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