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Collections including paper arxiv:2404.09956

3D Congealing: 3D-Aware Image Alignment in the Wild

Paper • 2404.02125 • Published Apr 2 • 6
SpatialTracker: Tracking Any 2D Pixels in 3D Space

Paper • 2404.04319 • Published Apr 5 • 23
Tango 2: Aligning Diffusion-based Text-to-Audio Generations through Direct Preference Optimization

Paper • 2404.09956 • Published Apr 15 • 11
MeshLRM: Large Reconstruction Model for High-Quality Mesh

Paper • 2404.12385 • Published Apr 18 • 25

Papers - Audio - Fine-tuning

WavLLM: Towards Robust and Adaptive Speech Large Language Model

Paper • 2404.00656 • Published Mar 31 • 9
Tango 2: Aligning Diffusion-based Text-to-Audio Generations through Direct Preference Optimization

Paper • 2404.09956 • Published Apr 15 • 11
Long-form music generation with latent diffusion

Paper • 2404.10301 • Published Apr 16 • 24

Papers - Audio - Mel Spectogram

Natural TTS Synthesis by Conditioning WaveNet on Mel Spectrogram Predictions

Paper • 1712.05884 • Published Dec 16, 2017 • 2
Tango 2: Aligning Diffusion-based Text-to-Audio Generations through Direct Preference Optimization

Paper • 2404.09956 • Published Apr 15 • 11
Music Consistency Models

Paper • 2404.13358 • Published Apr 20 • 12
FlashSpeech: Efficient Zero-Shot Speech Synthesis

Paper • 2404.14700 • Published Apr 23 • 29

Papers - Reward Model - Bradley-Terry

https://web.stanford.edu/class/archive/stats/stats200/stats200.1172/Lecture24.pdf

Direct Preference Optimization: Your Language Model is Secretly a Reward Model

Paper • 2305.18290 • Published May 29, 2023 • 42
HyperCLOVA X Technical Report

Paper • 2404.01954 • Published Apr 2 • 19
Tango 2: Aligning Diffusion-based Text-to-Audio Generations through Direct Preference Optimization

Paper • 2404.09956 • Published Apr 15 • 11
Learn Your Reference Model for Real Good Alignment

Paper • 2404.09656 • Published Apr 15 • 81

Papers - Reward Model

Fine-Tuning Language Models from Human Preferences

Paper • 1909.08593 • Published Sep 18, 2019 • 2
Transforming and Combining Rewards for Aligning Large Language Models

Paper • 2402.00742 • Published Feb 1 • 11
Leverage the Average: an Analysis of KL Regularization in RL

Paper • 2003.14089 • Published Mar 31, 2020 • 2
Direct Preference Optimization of Video Large Multimodal Models from Language Model Reward

Paper • 2404.01258 • Published Apr 1 • 10

Papers - Fine-tuning - DPO

Refer to additional papers: https://link.springer.com/article/10.1007/s10994-014-5458-8 and https://link.springer.com/article/10.1007/BF00992696

Direct Preference Optimization: Your Language Model is Secretly a Reward Model

Paper • 2305.18290 • Published May 29, 2023 • 42
ICDPO: Effectively Borrowing Alignment Capability of Others via In-context Direct Preference Optimization

Paper • 2402.09320 • Published Feb 14 • 6
sDPO: Don't Use Your Data All at Once

Paper • 2403.19270 • Published Mar 28 • 38
Dueling RL: Reinforcement Learning with Trajectory Preferences

Paper • 2111.04850 • Published Nov 8, 2021 • 2

UniAudio: An Audio Foundation Model Toward Universal Audio Generation

Paper • 2310.00704 • Published Oct 1, 2023 • 19
Structural Similarities Between Language Models and Neural Response Measurements

Paper • 2306.01930 • Published Jun 2, 2023 • 2
Streaming Transformer ASR with Blockwise Synchronous Beam Search

Paper • 2006.14941 • Published Jun 25, 2020 • 2
NU-GAN: High resolution neural upsampling with GAN

Paper • 2010.11362 • Published Oct 22, 2020 • 2

U-Net: Convolutional Networks for Biomedical Image Segmentation

Paper • 1505.04597 • Published May 18, 2015 • 6
Image Segmentation using U-Net Architecture for Powder X-ray Diffraction Images

Paper • 2310.16186 • Published Oct 24, 2023 • 2
H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation from CT Volumes

Paper • 1709.07330 • Published Sep 21, 2017 • 2
Deep LOGISMOS: Deep Learning Graph-based 3D Segmentation of Pancreatic Tumors on CT scans

Paper • 1801.08599 • Published Jan 25, 2018 • 2

WorldDreamer: Towards General World Models for Video Generation via Predicting Masked Tokens

Paper • 2401.09985 • Published Jan 18 • 14
CustomVideo: Customizing Text-to-Video Generation with Multiple Subjects

Paper • 2401.09962 • Published Jan 18 • 7
Inflation with Diffusion: Efficient Temporal Adaptation for Text-to-Video Super-Resolution

Paper • 2401.10404 • Published Jan 18 • 10
ActAnywhere: Subject-Aware Video Background Generation

Paper • 2401.10822 • Published Jan 19 • 13

Large Language Models as Optimizers

Paper • 2309.03409 • Published Sep 7, 2023 • 75
Natural Language Supervision for General-Purpose Audio Representations

Paper • 2309.05767 • Published Sep 11, 2023 • 9
Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers

Paper • 2309.08532 • Published Sep 15, 2023 • 52
AudioSR: Versatile Audio Super-resolution at Scale

Paper • 2309.07314 • Published Sep 13, 2023 • 23

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