beit clip constrastive-learning convnext deep-learning image-classification mae masked-image-modeling mobilenet moco multimodal pretrained-models pytorch resnet self-supervised-learning swin-transformer vision-transformer

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ai-inference deep-learning generative-ai inference-platform llm llm-inference llm-serving llmops machine-learning ml-engineering mlops model-inference-service model-serving multimodal python

bert clip clustering contrastive-learning cross-attention huggingface-transformers image-search language-vision llava multi-lingual multimodal neural-network openai openclip pretrained-models pytorch representation-learning semantic-search transformer vector-search

agents ai artificial-intelligence attention-mechanism chatgpt gpt4 gpt4all huggingface langchain langchain-python machine-learning multi-modal-imaging multi-modality multimodal prompt-engineering prompt-toolkit prompting swarms transformer-models tree-of-thoughts

agent agent-tars browser-use computer-use gui-agent gui-operator mcp mcp-server multimodal tars ui-tars vision vlm

biosignals deep-learning machine-learning multimodal multimodal-data multimodal-deep-learning multimodal-learning physiological-signals signal-processing wearable wearable-devices

computer-vision cpp multimodal python robotics rust visualization

animals clip image-classification multimodal rare-species species taxonomy zero-shot-classification

captioning fine-tuning florence-2 multimodal objectdetection paligemma phi-3-vision qwen2-vl transformers vision-and-language vqa

Mathematics (40%)

auto-labeling computer-vision deep-learning foundation-models grounding-dino image-annotation image-classification instance-segmentation labeling-tool machine-learning model-distillation multimodal object-detection pytorch segment-anything yolov5 yolov8

finetuning foundation-models instruction-tuning large-language-model large-multimodal-models llava llava-next multimodal multimodal-large-language-models qwen-vl vision-language visual-instruction-tuning

aigc clip controlnet deepseek-vl dit eva-clip got-ocr20 image-to-text internvl2 llava minicpm-v multimodal ppdiffusers qwen2-vl sd-xl sora stable-diffusion stablevideodiffusion text-to-image text-to-video

audio cpp embeddings ggml gguf gpt langchain llama llamacpp llava llavacpp llm multimodal rerank reranking ros2 vlm

clip embeddings fashion-classifier fashionclip informationretrieval multimodal recomendations search transformers vectorsearch vision-transformer

chatgpt evaluation evaluation-metrics foundation-models gpt gpt-4 hallucination iclr iclr2024 llama llava multimodal object-detection prompt-engineering vicuna vision vision-and-language vqa

assistive-technology browser eye-tracking multimodal

autoencoders celltypes multimodal patchseq representation-learning

data-science feature-engineering feature-extraction multimodal multivariate pandas processing python time-series window-stride

accelerator computer-vision fine-tuning kaggle large-language-models multimodal natural-language-processing neural-network peft pytorch quantization renforcement-learning tensorboard transformers visulization wandb

computer-vision cookiecutter-template deep-learning deeplearning image-processing lightning multiclass-segmentation multimodal multimodal-deep-learning pytorch pytorch-lightning sentinel-2 test-time-augmentation timm tta wandb

agents llm multimodal

image-captioning medical-image-captioning medical-imaging multimodal multimodal-learning report-generation

asr deeplearning generative-ai large-langage-models machine-translation multimodal neural-networks speaker-diariazation speaker-recognition speech-synthesis speech-translation tts

ai chinese gpt4v huggingface-datasets llama-factory llava medical minigpt4 mllm multimodal qwen1-5 transformers

audio deep-learning deepfake-detection machine-learning multimodal pytorch video

deep-learning ecg ecg-classification haematology laboratory-analysis multimodal patient-monitoring

benchmark datasets deep-learning ecg healthcare medical-dataset multimodal waveforms

annotations cvpr cvpr2021 dataset multimodal multimodal-deep-learning paper traffic-events video-qa video-reasoning vqa vqa-dataset

data-augmentation data-efficiency multimodal pretraining vision-language

ai classification deep-learning feature-engineering feature-extraction machine-learning multimodal natural-language-processing praat python python-script shap speech speech-analysis speech-and-language-processing speech-to-text training wav2vec2 wav2vec2ctc

large-language-models llms medical multimodal visualglm-6b xray

computer-vision kosmos2 multimodal object-detection

chest-xray-imaging distilgpt2 gpt-2 huggingface-transformers image-captioning medical-image-analysis mimic-cxr multimodal multimodal-deep-learning pytorch pytorch-lightning vision-transformer

aws life-sciences multimodal multimodality

foundation-models generative-ai generative-model generative-models japanese japanese-language japanese-language-model japanese-llm language-model language-models large-language-model large-language-models llm llm-japanese llms multimodal vision-and-language vision-language vision-language-model

asr deeplearning generative-ai large-language-models machine-translation multimodal neural-networks speaker-diariazation speaker-recognition speech-synthesis speech-translation tts

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ai classification deep-learning feature-engineering feature-extraction machine-learning multimodal praat python python-script shap speech speech-analysis speech-and-language-processing speech-to-text training wav2vec2 wav2vec2ctc

autoencoder imputation integration multimodal variational variational-autoencoder

foundation-models generative-model genes multimodal