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10
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Dan Jacobellis
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danjacobellis
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https://danjacobellis.net
danjacobellis
AI & ML interests
Signal processing, information theory, data compression
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Efficient Learned Image Compression without Entropy Coding
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Learn from your own latents and not from tokens: A sample-complexity theory
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FRAPPE: Full Input, Residual Output Autoencoding with Projection Pursuit Encoder
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danjacobellis
's datasets
221
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danjacobellis/bdd100k_train
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Updated
Apr 3
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69.8k
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1.75k
danjacobellis/bdd500_pl_f14
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Apr 3
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500
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452
danjacobellis/kodak_rd_fixed_block
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Mar 9
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576
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36
danjacobellis/las_moritas
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Feb 23
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613
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6
danjacobellis/cityscapes_eomt
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Feb 19
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23k
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456
danjacobellis/cityscapes_eomt_dry
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Feb 19
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100
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31
danjacobellis/cityscapes_source
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Feb 19
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12
danjacobellis/imagenet_12cls_60
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Feb 5
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60
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47
danjacobellis/imagenet_12cls
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Feb 5
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600
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51
danjacobellis/nymeria_36k
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Jan 28
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36.7k
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1.34k
danjacobellis/nymeria_2000_val
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Jan 28
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2k
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danjacobellis/nymeria_35k
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Jan 27
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35k
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372
danjacobellis/nymeria_500_val
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Jan 27
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500
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31
danjacobellis/nymeria_25k
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Jan 26
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5
danjacobellis/nymeria_21k
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Jan 26
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21k
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23
danjacobellis/nymeria_5k
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Jan 25
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7k
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35
danjacobellis/imagenet_224_mpq2_bmshj2018
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Jan 21
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50k
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56
danjacobellis/imagenet_224_mpq2_walloc4x
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Jan 21
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50k
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22
danjacobellis/imagenet_224_mpq2_walloc16x
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Jan 21
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50k
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11
danjacobellis/imagenet_224_mpq2_jpeg2000
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Jan 21
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150k
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34
danjacobellis/imagenet_224_mpq2_avif
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Jan 21
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350k
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8
danjacobellis/imagenet_224_mpq2_liveaction_f16c192
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Jan 21
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50k
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55
danjacobellis/imagenet_224_mpq2_liveaction_f16c48_lambdap1
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Jan 21
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50k
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81
danjacobellis/AMD-AVIF-v2
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Jan 14
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56
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17
danjacobellis/intel-AVIF-v2
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Jan 14
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56
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7
danjacobellis/AVIF-TP-v1
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Jan 14
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9
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16
danjacobellis/RD-AVIF-v2
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Jan 14
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56
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24
danjacobellis/RD-AVIF-v1
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Jan 14
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49
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18
danjacobellis/audioset_mpq2_liveaction_8kbps
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Dec 1, 2025
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18.9k
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8
danjacobellis/audioset_mpq2_liveaction_18kbps
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Updated
Dec 1, 2025
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18.9k
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31
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