Artificial Intelligence
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Artificial Intelligence

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Artificial Intelligence
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Artificial Intelligence
πŸ–₯ Uni-Perceiver v2: A Generalist Model for Large-Scale Vision and Vision-Language Tasks

πŸ–₯ Github: https://github.com/fundamentalvision/Uni-Perceiver

πŸ—’ Paper: https://arxiv.org/abs/2211.09808v1

➑️ Data: https://github.com/fundamentalvision/Uni-Perceiver/blob/main/data/prepare_data.md

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Artificial Intelligence
VeLO: Training Versatile Learned Optimizers by Scaling Up


πŸ–₯ Github: https://github.com/google/learned_optimization/tree/main/learned_optimization/research/general_lopt

πŸ—’ Paper: https://arxiv.org/abs/2211.09760v1

➑️ Dataset: https://paperswithcode.com/dataset/librispeech

⚑️ Colab: https://colab.research.google.com/github/google/learned_optimization/blob/main/learned_optimization/research/general_lopt/Demo_for_training_a_model_with_a_learned_optimizer.ipynb

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Artificial Intelligence
⭐️UniFormerV2: Spatiotemporal Learning by Arming Image ViTs with Video UniFormer

πŸ–₯ Github: https://github.com/OpenGVLab/UniFormerV2

πŸ—’ Paper: https://arxiv.org/abs/2211.09552v1

➑️ Dataset: https://paperswithcode.com/dataset/hacs
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Artificial Intelligence
βœ”οΈ CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for Efficient and Effective Multi-Vector Retrieval

πŸ–₯ Github: https://github.com/facebookresearch/dpr-scale

πŸ—’ Paper: https://arxiv.org/abs/2211.10411v1

➑️ Dataset: https://paperswithcode.com/dataset/ms-marco

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Artificial Intelligence
⭐️ Traffic4cast 2022 Competition: from few public vehicle counters to entire city-wide traffic

πŸ–₯ Github: https://github.com/iarai/neurips2022-traffic4cast

πŸ—’ Paper: https://arxiv.org/abs/2211.09984v1

➑️ Dataset: https://developer.here.com/sample-data

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Artificial Intelligence
❀️ Causal News Corpus

πŸ–₯ Github: https://github.com/tanfiona/causalnewscorpus

πŸ—’ Paper: https://arxiv.org/abs/2211.11359v1

➑️ Colab: https://codalab.lisn.upsaclay.fr/competitions/2299

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Artificial Intelligence
⚽️ Soccer Action Spotting

πŸ–₯ Github: https://github.com/ipcv/soccer_action_spotting

πŸ—’ Paper: https://arxiv.org/abs/2211.12334v1

➑️ Dataset: https://paperswithcode.com/dataset/soccernet

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Artificial Intelligence
На ΠΌΠ΅ΠΆΠ΄ΡƒΠ½Π°Ρ€ΠΎΠ΄Π½ΠΎΠΉ ΠΎΠ½Π»Π°ΠΉΠ½-ΠΊΠΎΠ½Ρ„Π΅Ρ€Π΅Ρ†ΠΈΠΈ ΠΏΡ€ΠΎ искусствСнный ΠΈΠ½Ρ‚Π΅Π»Π»Π΅ΠΊ AI Journey ΡƒΡ‡Π΅Π½Ρ‹Π΅ ΠΈ экспСрты области ΠΎΠ±ΡΡƒΠΆΠ΄Π°ΡŽΡ‚ самыС Ρ€Π°Π·Π½Ρ‹Π΅ Ρ‚Π΅ΠΌΡ‹. Одна ΠΈΠ· Π½ΠΈΡ… β€” ΠΏΡ€ΠΈΠΌΠ΅Π½Π΅Π½ΠΈΠ΅ Π½Π΅Π»ΠΈΠ½Π΅ΠΉΠ½Ρ‹Ρ… ядСр.

Π˜Π½Ρ‚Π΅Ρ€Π΅ΡΠ½ΠΎΠ΅ ΠΌΠ½Π΅Π½ΠΈΠ΅ ΠΏΠΎ этому ΠΏΠΎΠ²ΠΎΠ΄Ρƒ высказал Π”ΠΌΠΈΡ‚Ρ€ΠΈΠΉ ДСвяткин, Π½Π°ΡƒΡ‡Π½Ρ‹ΠΉ сотрудник Π˜Π½ΡΡ‚ΠΈΡ‚ΡƒΡ‚Π° систСмного программирования РАН:

«ЭкспСримСнты ΠΏΠΎΠΊΠ°Π·Π°Π»ΠΈ, Ρ‡Ρ‚ΠΎ ΠΏΡ€ΠΈΠΌΠ΅Π½Π΅Π½ΠΈΠ΅ Π½Π΅Π»ΠΈΠ½Π΅ΠΉΠ½Ρ‹Ρ… ядСр позволяСт Π½Π° рядС Π½Π°Π±ΠΎΡ€ΠΎΠ² Π΄Π°Π½Π½Ρ‹Ρ… ΡƒΠ»ΡƒΡ‡ΡˆΠΈΡ‚ΡŒ качСство классификации. Π˜ΡΠΏΠΎΠ»ΡŒΠ·ΡƒΠ΅ΠΌΡ‹ΠΉ ΠΌΠ΅Ρ‚ΠΎΠ΄ усилСния ΠΈ сниТСния слоТности ансамбля Π΄Π΅Ρ€Π΅Π²ΡŒΠ΅Π² Ρ€Π΅ΡˆΠ΅Π½ΠΈΠΉ ΠΏΠΎΠΊΠ°Π·Π°Π» свою ΠΏΡ€ΠΈΠΌΠ΅Π½ΠΈΠΌΠΎΡΡ‚ΡŒ для ΡƒΠ»ΡƒΡ‡ΡˆΠ΅Π½ΠΈΡ ансамблСй Π΄Π΅Ρ€Π΅Π²ΡŒΠ΅Π² Ρ€Π΅ΡˆΠ΅Π½ΠΈΠΉ с Π»ΠΈΠ½Π΅ΠΉΠ½Ρ‹ΠΌΠΈ ΠΈ Π½Π΅Π»ΠΈΠ½Π΅ΠΉΠ½Ρ‹ΠΌΠΈ раздСлитСлями. Π’Π΅ΠΌ Π½Π΅ ΠΌΠ΅Π½Π΅Π΅ Π±Ρ‹Π»ΠΎ ΠΎΡ‚ΠΌΠ΅Ρ‡Π΅Π½ΠΎ, Ρ‡Ρ‚ΠΎ ΠΏΡ€ΠΈ построСнии Π½Π΅Π»ΠΈΠ½Π΅ΠΉΠ½Ρ‹Ρ… Ρ€Π°Π·Π΄Π΅Π»ΠΈΡ‚Π΅Π»Π΅ΠΉ Π½Π° Π±ΠΎΠ»ΡŒΡˆΠΈΡ… Π½Π°Π±ΠΎΡ€Π°Ρ… Π΄Π°Π½Π½Ρ‹Ρ… ΡΠΊΠΎΡ€ΠΎΡΡ‚ΡŒ всё-Ρ‚Π°ΠΊΠΈ нСдостаточная для Π°Π½Π°Π»ΠΈΠ·Π° Π±ΠΎΠ»ΡŒΡˆΠΈΡ… Π΄Π°Π½Π½Ρ‹Ρ…, поэтому Π°ΠΊΡ‚ΡƒΠ°Π»ΡŒΠ½ΠΎΠΉ ΠΎΡΡ‚Π°Π»Π°ΡΡŒ Π·Π°Π΄Π°Ρ‡Π° Ρ€Π°Π·Ρ€Π°Π±ΠΎΡ‚ΠΊΠΈ Π²Ρ‹Ρ‡ΠΈΡΠ»ΠΈΡ‚Π΅Π»ΡŒΠ½ΠΎ эффСктивных ΠΌΠ΅Ρ‚ΠΎΠ΄ΠΎΠ² двойствСнной ΠΎΠΏΡ‚ΠΈΠΌΠΈΠ·Π°Ρ†ΠΈΠΈ ΠΏΡ€ΠΈ условии ΠΌΠ°ΡΡˆΡ‚Π°Π±ΠΈΡ€ΠΎΠ²Π°Π½ΠΈΡ ΠΏΠ΅Ρ€Π΅ΠΌΠ΅Π½Π½Ρ‹Ρ… нСвязки».
πŸ‘4
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Artificial Intelligence
πŸ’¨ Camera-Calibration-through-Camera-Projection-Loss and Multi-task-Learning-for-Camera-Calibration

πŸ–₯ Github: https://github.com/thanif/CPL

πŸ—’ Paper: https://arxiv.org/abs/2211.12432v1

➑️ Dataset: https://paperswithcode.com/dataset/cvgl-camera-calibration-dataset

πŸ–₯ Deep-Homo: https://drive.google.com/drive/folders/1lrl1ccWgqRyb41rtZOW7CiL0DRA4SsF-?usp=sharing

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Artificial Intelligence
πŸ‘£ Flow: Joint Semantic and Style Editing of Facial Images

git clone https://github.com/visinf/s2-flow.git
cd s2-flow/

πŸ–₯ Github: https://github.com/visinf/s2-flow

πŸ—’ Paper: https://arxiv.org/abs/2211.12209

➑️ Dataset: https://drive.google.com/drive/folders/1nZ_U0qCFFwBM9L_h9mmV9W0axFt4Xd-N?usp=sharing


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Artificial Intelligence
⭐️ Texts as Images in Prompt Tuning for Multi-Label Image Recognition

πŸ–₯ Github: https://github.com/guozix/tai-dpt

πŸ—’ Paper: https://arxiv.org/abs/2211.12739v1

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

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Artificial Intelligence
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Dynamic Diffusion Decision Model

πŸ–₯ Github: https://github.com/LuSchumacher/dynamic_ddm

πŸ—’ Paper: https://arxiv.org/abs/2211.13165v1

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Artificial Intelligence
πŸ–₯ EurNet: Efficient Multi-Range Relational Modeling of Spatial Multi-Relational Data


πŸ–₯ Github: https://github.com/hirl-team/eurnet-image

πŸ—’ Paper: https://arxiv.org/abs/2211.12941v1

➑️ Dataset: https://paperswithcode.com/dataset/ade20k

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Artificial Intelligence
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Immersive Neural Graphics Primitives

πŸ–₯ Github: https://github.com/uhhhci/immersive-ngp

πŸ—’ Paper: https://arxiv.org/abs/2211.13494v1

➑️ Dataset: https://paperswithcode.com/dataset/nerf

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Artificial Intelligence
βœ… EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records

πŸ–₯ Github: https://github.com/glee4810/EHRSQL

πŸ—’ Paper: https://openreview.net/forum?id=B2W8Vy0rarw

➑️ Dataset: https://paperswithcode.com/dataset/mimic-iii

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Artificial Intelligence
An Incremental Learning Approach for Sustainable Region Isolation and Integration

πŸ–₯ Github: https://github.com/Wuziyi123/SRII

πŸ—’ Paper: https://openreview.net/forum?id=Hkf2_sC5FX

➑️ Dataset: https://paperswithcode.com/dataset/miniimagenet-1

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Artificial Intelligence
πŸ”˜ GRiT: A Generative Region-to-text Transformer for Object Understanding

πŸ–₯ Github: https://github.com/JialianW/GRiT

πŸ—’ Paper: https://arxiv.org/abs/2212.00280v1
https://arxiv.org/abs/2212.00280v1

➑️ Dataset: https://github.com/JialianW/GRiT/blob/master/datasets/DATASETS.md

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Artificial Intelligence
πŸ–₯ MGTANet

A novel 3D object detection architecture, which can encode LiDAR point cloud sequences acquired by multiple successive scans.

πŸ–₯ Github: https://github.com/hyjhkoh/mgtanet

πŸ“Œ Project: https://sites.google.com/view/junhokoh/aaai2023?authuser=0

πŸ—’ Paper: https://arxiv.org/abs/2212.00442v1

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

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Artificial Intelligence
πŸ’¨ Improving Zero-Shot Models with Label Distribution Priors

πŸ–₯ Github: https://github.com/jonkahana/clippr

πŸ—’ Paper: https://arxiv.org/abs/2212.00784v1

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

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