京东 11.11 红包
[论文速览]Solving Inefficiency of Self-supervised Representation Learning[2104.0876]
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[论文速览]LLaVA: Visual Instruction Tuning[2304.08485]
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[论文简析]VQ-VAE:Neural discrete representation learning[1711.00937]
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[论文速览]Flamingo: a Visual Language Model for Few-Shot Learning[2204.14198]
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[论文简析]Towards Better Understanding of Self-Supervised Representation[2203.01881]
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[论文简析]VAE: Auto-encoding Variational Bayes[1312.6114]
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[论文简析]DINO Emerging Properties in SelfSupervised Vision Transformers[2104.14294]
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[论文速览]SODA: Bottleneck Diffusion Models for Representation Learning[2311.17901]
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[论文速览]LoRA: Low-Rank Adaptation of Large Language Models[2106.09685]
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[论文简析]Energy-Inspired Self-Supervised Pretraining for Vision Models[2302.01384]
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[论文简析]Barlow Twins:Self-Supervised Learning via Redundancy Reduction[2103.03230]
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[论文简析]NeRF: Representing Scenes as Neural Radiance Fields...[2003.08934]
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[论文简析]Deep Unsupervised Learning using Nonequilibrium Thermodynamics[1503.03585]
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[论文简析]SimSiam: Exploring Simple Siamese Representation Learning[2011.10566]
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[论文速览]Deformable Convolutional Networks; DCN[1703.06211]
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[论文速览]A Self-Improving Generalist Agent for Robotic Manipulation[2306.11706]
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[论文速览]Nearest-Neighbor Contrastive Learning of Visual Representations[2104.14548
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[论文简析]DropPos: Pre-Training ViTs by Reconstructing Dropped Positions[2309.03576]
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[论文简析]Visual Autoregressive Modeling: ...via Next-Scale Prediction[2404.02905]
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[论文简析]Reinforcement Learning with Augmented Data: RAD[2004.14990]
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[论文速览]Learning to Learn with Generative Models of NN Checkpoints[2209.12892]
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[论文简析]Representation Learning via Global Temporal Alignment and ...[2105.05217]
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[论文简析]The Dormant Neuron Phenomenon in Deep Reinforcement Learning[2302.12902]
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[论文简析]Learning Invariant Representations for RL without Reconstructi[2006.10742]
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[论文简析]TransRank: SS Video...Ranking-based Transformation Recognition[2205.02028]
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[论文简析]Location-Aware Self-Supervised Transformers for Semantic Seg.[2212.02400]
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[论文速览]Scalable Video Object Segmentation with Simplified Framework[2308.09903]
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[论文速览]Masked-attention Mask Tr. for Universal Image Segmentation[2112.01527]
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[论文简析]DCLGAN/SimDCL: Dual Contrastive Learning[2104.07689]
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[论文简析]Does SSL Really Improve RL from Pixels?[2206.05266]
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小波变换+注意力机制，数据处理领域的“王炸”组合，创新性拉满！
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[论文速览]Align before Fuse / ALBEF: ...[2107.07651]
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[论文简析]BiFormer: Vision Transformer with Bi-Level Routing Attention[2303.08810]
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[论文简析]PolyFormer: Referring Image Seg. as Sequential Polygon Gen [2302.07387]
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[论文速览]Ferret-v2: An Improved...for Referring and Grounding with LLMs[2404.07973]
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[论文简析]Contrastive Learning for Unpaired Image-to-Image Translation[2007.15651]
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[论文速览]VLMs are Zero-Shot Reward Models for RL[2310.12921]
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[论文简析]EfficientNet V1/V2[1905.11946/2104.00298]
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[论文简析]Wasserstein Contrastive Representation Distillation: WCoRD[2012.08674]
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[论文简析]TAN: Temporal Alignment Networks for Long-term Video[2204.02968]
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[论文简析]MONet: Unsupervised Scene Decomposition and Representation[1901.11390]